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Goal

This analytical discourse delves into Jack Dorsey's recent utterances concerning Bitcoin, artificial intelligence, decentralized social networking platforms such as Nostr, and the burgeoning landscape of open-source cryptocurrency mining initiatives.

Dorsey's pronouncements escape the confines of isolated technological fascinations; rather, they elucidate a cohesive conceptual schema wherein Bitcoin transcends its conventional role as a mere store of value—akin to digital gold—and emerges as a foundational protocol intended for the construction of a decentralized, sovereign, and perpetually self-evolving internet ecosystem.

A thorough examination of Dorsey's confluence of Bitcoin with artificial intelligence advancements, adaptive learning paradigms, and integrated social systems reveals an assertion of Bitcoin's position as an entity that evolves beyond simple currency, evolving into a distinctly novel socio-technological organism characterized by its inherent ability to adapt and grow. His vigorous endorsement of native digital currency, open communication protocols, and decentralized infrastructural frameworks is posited here as a revolutionary paradigm—a conceptual

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1. The Path

Jack Dorsey, co-founder of Twitter and Square (now Block), has emerged as one of the most compelling evangelists for a decentralized future. His ideas about Bitcoin go far beyond its role as a speculative asset or inflation hedge. In a recent interview, Dorsey ties together themes of open-source AI, peer-to-peer currency, decentralized media, and radical self-education, sketching a future in which Bitcoin is the lynchpin of an emerging technological and social ecosystem. This thesis reviews Dorsey’s statements and offers a critical framework to understand why his vision uniquely positions Bitcoin as the keystone of a post-institutional, digital world.

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2. Bitcoin: The Native Currency of the Internet

“It’s the best current manifestation of a native internet currency.” — Jack Dorsey

Bitcoin's status as an open protocol with no central controlling authority echoes the original spirit of the internet: decentralized, borderless, and resilient. Dorsey's framing of Bitcoin not just as a payment system but as the "native money of the internet" is a profound conceptual leap. It suggests that just as HTTP became the standard for web documents, Bitcoin can become the monetary layer for the open web.

This framing bypasses traditional narratives of digital gold or institutional adoption and centers a P2P vision of global value transfer. Unlike central bank digital currencies or platform-based payment rails, Bitcoin is opt-in, permissionless, and censorship-resistant—qualities essential for sovereignty in the digital age.

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3. Nostr and the Decentralization of Social Systems

Dorsey’s support for Nostr, an open protocol for decentralized social media, reflects a desire to restore user agency, protocol composability, and speech sovereignty. Nostr’s architecture parallels Bitcoin’s: open, extensible, and resilient to censorship.

Here, Bitcoin serves not just as money but as a network effect driver. When combined with Lightning and P2P tipping, Nostr becomes more than just a Twitter alternative—it evolves into a micropayment-native communication system, a living proof that Bitcoin can power an entire open-source social economy.

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4. Open-Source AI and Cognitive Sovereignty

Dorsey's forecast that open-source AI will emerge as an alternative to proprietary systems aligns with his commitment to digital autonomy. If Bitcoin empowers financial sovereignty and Nostr enables communicative freedom, open-source AI can empower cognitive independence—freeing humanity from centralized algorithmic manipulation.

He draws a fascinating parallel between AI learning models and human learning itself, suggesting both can be self-directed, recursive, and radically decentralized. This resonates with the Bitcoin ethos: systems should evolve through transparent, open participation—not gatekeeping or institutional control.

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5. Bitcoin Mining: Sovereignty at the Hardware Layer

Block’s initiative to create open-source mining hardware is a direct attempt to counter centralization in Bitcoin’s infrastructure. ASIC chip development and mining rig customization empower individuals and communities to secure the network directly.

This move reinforces Dorsey’s vision that true decentralization requires ownership at every layer, including hardware. It is a radical assertion of vertical sovereignty—from protocol to interface to silicon.

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6. Learning as the Core Protocol

“The most compounding skill is learning itself.” — Jack Dorsey

Dorsey’s deepest insight is that the throughline connecting Bitcoin, AI, and Nostr is not technology—it’s learning. Bitcoin represents more than code; it’s a living experiment in voluntary consensus, a distributed educational system in cryptographic form.

Dorsey’s emphasis on meditation, intensive retreats, and self-guided exploration mirrors the trustless, sovereign nature of Bitcoin. Learning becomes the ultimate protocol: recursive, adaptive, and decentralized—mirroring AI models and Bitcoin nodes alike.

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7. Critical Risks and Honest Reflections

Dorsey remains honest about Bitcoin’s current limitations:

• Accessibility: UX barriers for onboarding new users.
• Usability: Friction in everyday use.
• State-Level Adoption: Risks of co-optation as mere digital gold.

However, his caution enhances credibility. His focus remains on preserving Bitcoin as a P2P electronic cash system, not transforming it into another tool of institutional control.

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8. Bitcoin as a Living System

What emerges from Dorsey's vision is not a product pitch, but a philosophical reorientation: Bitcoin, Nostr, and open AI are not discrete tools—they are living systems forming a new type of civilization stack.

They are not static infrastructures, but emergent grammars of human cooperation, facilitating value exchange, learning, and community formation in ways never possible before.

Bitcoin, in this view, is not merely stunningly original—it is civilizationally generative, offering not just monetary innovation but a path to software-upgraded humanity.

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Works Cited and Tools Used

Dorsey, Jack. Interview on Bitcoin, AI, and Decentralization. April 2025.
Nakamoto, Satoshi. “Bitcoin: A Peer-to-Peer Electronic Cash System.” 2008.
Nostr Protocol. https://nostr.com.
Block, Inc. Bitcoin Mining Hardware Initiatives. 2024.
Obsidian Canvas. Decentralized Note-Taking and Networked Thinking. 2025.

Dorseys talk Is available here and is very potent and an important signal to all building in this space

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Idea

Through the integration of Optical Character Recognition (OCR), Docker-based deployment, and secure remote access via Twin Gate, Paperless NGX empowers individuals and small organizations to digitize, organize, and retrieve documents with minimal friction. This research explores its technical infrastructure, real-world applications, and how such a system can redefine document archival practices for the digital age.

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Agile, Remote-Accessible, and Searchable Document System

In a world of increasing digital interdependence, managing physical documents is becoming not only inefficient but also environmentally and logistically unsustainable. The demand for agile, remote-accessible, and searchable document systems has never been higher—especially for researchers, small businesses, and archival professionals. Paperless NGX, an open-source platform, addresses these needs by offering a streamlined, secure, and automated way to manage documents digitally.

This Idea explores how Paperless NGX facilitates the transition to a paperless workflow and proposes best practices for sustainable, scalable usage.

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Paperless NGX: The Platform

Paperless NGX is an advanced fork of the original Paperless project, redesigned with modern containers, faster performance, and enhanced community contributions. Its core functions include:

• Text Extraction with OCR: Leveraging the ocrmypdf Python library, Paperless NGX can extract searchable text from scanned PDFs and images.
• Searchable Document Indexing: Full-text search allows users to locate documents not just by filename or metadata, but by actual content.
• Dockerized Setup: A ready-to-use Docker Compose environment simplifies deployment, including the use of setup scripts for Ubuntu-based servers.
• Modular Workflows: Custom triggers and automation rules allow for smart processing pipelines based on file tags, types, or email source.

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Key Features and Technical Infrastructure

1. Installation and Deployment

The system runs in a containerized environment, making it highly portable and isolated. A typical installation involves: - Docker Compose with YAML configuration - Volume mapping for persistent storage - Optional integration with reverse proxies (e.g., Nginx) for HTTPS access

2. OCR and Indexing

Using ocrmypdf, scanned documents are processed into fully searchable PDFs. This function dramatically improves retrieval, especially for archived legal, medical, or historical records.

3. Secure Access via Twin Gate

To solve the challenge of secure remote access without exposing the network, Twin Gate acts as a zero-trust access proxy. It encrypts communication between the Paperless NGX server and the client, enabling access from anywhere without the need for traditional VPNs.

4. Email Integration and Ingestion

Paperless NGX can ingest attachments directly from configured email folders. This feature automates much of the document intake process, especially useful for receipts, invoices, and academic PDFs.

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Sustainable Document Management Workflow

A practical paperless strategy requires not just tools, but repeatable processes. A sustainable workflow recommended by the Paperless NGX community includes:

1. Capture & Tagging
   All incoming documents are tagged with a default “inbox” tag for triage.
2. Physical Archive Correlation
   If the physical document is retained, assign it a serial number (e.g., ASN-001), which is matched digitally.
3. Curation & Tagging
   Apply relevant category and topic tags to improve searchability.
4. Archival Confirmation
   Remove the “inbox” tag once fully processed and categorized.

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Backup and Resilience

Reliability is key to any archival system. Paperless NGX includes backup functionality via: - Cron job–scheduled Docker exports - Offsite and cloud backups using rsync or encrypted cloud drives - Restore mechanisms using documented CLI commands

This ensures document availability even in the event of hardware failure or data corruption.

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Limitations and Considerations

While Paperless NGX is powerful, it comes with several caveats: - Technical Barrier to Entry: Requires basic Docker and Linux skills to install and maintain. - OCR Inaccuracy for Handwritten Texts: The OCR engine may struggle with cursive or handwritten documents. - Plugin and Community Dependency: Continuous support relies on active community contribution.

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Consider

Paperless NGX emerges as a pragmatic and privacy-centric alternative to conventional cloud-based document management systems, effectively addressing the critical challenges of data security and user autonomy.

The implementation of advanced Optical Character Recognition (OCR) technology facilitates the indexing and searching of documents, significantly enhancing information retrieval efficiency.

Additionally, the platform offers secure remote access protocols that ensure data integrity while preserving the confidentiality of sensitive information during transmission.

Furthermore, its customizable workflow capabilities empower both individuals and organizations to precisely tailor their data management processes, thereby reclaiming sovereignty over their information ecosystems.

In an era increasingly characterized by a shift towards paperless methodologies, the significance of solutions such as Paperless NGX cannot be overstated; they play an instrumental role in engineering a future in which information remains not only accessible but also safeguarded and sustainably governed.

In Addition

To Further The Idea

This technical paper presents an optimized strategy for transforming an Intel NUC into a compact, power-efficient self-hosted server using Ubuntu. The setup emphasizes reliability, low energy consumption, and cost-effectiveness for personal or small business use. Services such as Paperless NGX, Nextcloud, Gitea, and Docker containers are examined for deployment. The paper details hardware selection, system installation, secure remote access, and best practices for performance and longevity.

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1. Cloud sovereignty, Privacy, and Data Ownership

As cloud sovereignty, privacy, and data ownership become critical concerns, self-hosting is increasingly appealing. An Intel NUC (Next Unit of Computing) provides an ideal middle ground between Raspberry Pi boards and enterprise-grade servers—balancing performance, form factor, and power draw. With Ubuntu LTS and Docker, users can run a full suite of services with minimal overhead.

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2. Hardware Overview

2.1 Recommended NUC Specifications:

| Component | Recommended Specs | |------------------|-----------------------------------------------------| | Model | Intel NUC 11/12 Pro (e.g., NUC11TNHi5, NUC12WSKi7) | | CPU | Intel Core i5 or i7 (11th/12th Gen) | | RAM | 16GB–32GB DDR4 (dual channel preferred) | | Storage | 512GB–2TB NVMe SSD (Samsung 980 Pro or similar) | | Network | Gigabit Ethernet + Optional Wi-Fi 6 | | Power Supply | 65W USB-C or barrel connector | | Cooling | Internal fan, well-ventilated location |

NUCs are also capable of dual-drive setups and support for Intel vPro for remote management on some models.

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3. Operating System and Software Stack

3.1 Ubuntu Server LTS

• Version: Ubuntu Server 22.04 LTS
• Installation Method: Bootable USB (Rufus or Balena Etcher)
• Disk Partitioning: LVM with encryption recommended for full disk security
• Security:
• UFW (Uncomplicated Firewall)
• Fail2ban
• SSH hardened with key-only login

bash sudo apt update && sudo apt upgrade sudo ufw allow OpenSSH sudo ufw enable

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4. Docker and System Services

Docker and Docker Compose streamline the deployment of isolated, reproducible environments.

4.1 Install Docker and Compose

bash sudo apt install docker.io docker-compose sudo systemctl enable docker

4.2 Common Services to Self-Host:

| Application | Description | Access Port | |--------------------|----------------------------------------|-------------| | Paperless NGX | Document archiving and OCR | 8000 | | Nextcloud | Personal cloud, contacts, calendar | 443 | | Gitea | Lightweight Git repository | 3000 | | Nginx Proxy Manager| SSL proxy for all services | 81, 443 | | Portainer | Docker container management GUI | 9000 | | Watchtower | Auto-update containers | - |

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5. Network & Remote Access

5.1 Local IP & Static Assignment

• Set a static IP for consistent access (via router DHCP reservation or Netplan).

5.2 Access Options

• Local Only: VPN into local network (e.g., WireGuard, Tailscale)
• Remote Access:
• Reverse proxy via Nginx with Certbot for HTTPS
• Twin Gate or Tailscale for zero-trust remote access
• DNS via DuckDNS, Cloudflare

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6. Performance Optimization

• Enable zram for compressed RAM swap
• Trim SSDs weekly with fstrim
• Use Docker volumes, not bind mounts for stability
• Set up unattended upgrades:

bash sudo apt install unattended-upgrades sudo dpkg-reconfigure --priority=low unattended-upgrades

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7. Power and Environmental Considerations

• Idle Power Draw: ~7–12W (depending on configuration)
• UPS Recommended: e.g., APC Back-UPS 600VA
• Use BIOS Wake-on-LAN if remote booting is needed

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8. Maintenance and Monitoring

• Monitoring: Glances, Netdata, or Prometheus + Grafana
• Backups:
• Use rsync to external drive or NAS
• Cloud backup options: rclone to Google Drive, S3
• Paperless NGX backups: docker compose exec -T web document-exporter ...

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9. Consider

Running a personal server using an Intel NUC and Ubuntu offers a private, low-maintenance, and modular solution to digital infrastructure needs. It’s an ideal base for self-hosting services, offering superior control over data and strong security with the right setup. The NUC's small form factor and efficient power usage make it an optimal home server platform that scales well for many use cases.

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Idea

By instituting a robust network of conceptual entities, referred to as 'Obsidian nodes'—which are effectively discrete, idea-centric notes—researchers are empowered to establish a resilient and non-linear archival framework for knowledge accumulation.

These nodes, intricately connected via hyperlinks and systematically organized through the graphical interface of the Obsidian Canvas, facilitate profound intellectual exploration and the synthesis of disparate domains of knowledge.

Consequently, this innovative workflow paradigm emphasizes semantic precision and the interconnectedness of ideas, diverging from conventional, source-centric information architectures prevalent in traditional academic practices.

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Traditional research workflows often emphasize organizing notes by source, resulting in static, siloed knowledge that resists integration and insight. With the rise of personal knowledge management (PKM) tools like Obsidian, it becomes possible to structure information in a way that mirrors the dynamic and interconnected nature of human thought.

At the heart of this approach are Obsidian nodes—atomic, standalone notes representing single ideas, arguments, or claims. These nodes form the basis of a semantic research network, made visible and manageable via Obsidian’s graph view and Canvas feature. This thesis outlines how such a framework enhances understanding, supports creativity, and aligns with best practices in information architecture.

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Obsidian Nodes: Atomic Units of Thought

An Obsidian node is a note crafted to encapsulate one meaningful concept or question. It is:

• Atomic: Contains only one idea, making it easier to link and reuse.
• Context-Independent: Designed to stand on its own, without requiring the original source for meaning.
• Networked: Linked to other Obsidian nodes through backlinks and tags.

This system draws on the principles of the Zettelkasten method, but adapts them to the modern, markdown-based environment of Obsidian.

Benefits of Node-Based Note-Taking

• Improved Retrieval: Ideas can be surfaced based on content relevance, not source origin.
• Cross-Disciplinary Insight: Linking between concepts across fields becomes intuitive.
• Sustainable Growth: Each new node adds value to the network without redundancy.

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Graph View: Visualizing Connections

Obsidian’s graph view offers a macro-level overview of the knowledge graph, showing how nodes interrelate. This encourages serendipitous discovery and identifies central or orphaned concepts that need further development.

• Clusters emerge around major themes.
• Hubs represent foundational ideas.
• Bridges between nodes show interdisciplinary links.

The graph view isn’t just a map—it’s an evolving reflection of intellectual progress.

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Canvas: Thinking Spatially with Digital Notes

Obsidian Canvas acts as a digital thinking space. Unlike the abstract graph view, Canvas allows for spatial arrangement of Obsidian nodes, images, and ideas. This supports visual reasoning, ideation, and project planning.

Use Cases of Canvas

• Synthesizing Ideas: Group related nodes in physical proximity.
• Outlining Arguments: Arrange claims into narrative or logic flows.
• Designing Research Papers: Lay out structure and integrate supporting points visually.

Canvas brings a tactile quality to digital thinking, enabling workflows similar to sticky notes, mind maps, or corkboard pinning—but with markdown-based power and extensibility.

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Template and Workflow

To simplify creation and encourage consistency, Obsidian nodes are generated using a templater plugin. Each node typically includes:

```markdown

{{title}}

Tags: #topic #field
Linked Nodes: [[Related Node]]
Summary: A 1-2 sentence idea explanation.
Source: [[Source Note]]
Date Created: {{date}}
```

The Canvas workspace pulls these nodes as cards, allowing for arrangement, grouping, and visual tracing of arguments or research paths.

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Discussion and Challenges

While this approach enhances creativity and research depth, challenges include:

• Initial Setup: Learning and configuring plugins like Templater, Dataview, and Canvas.
• Overlinking or Underlinking: Finding the right granularity in note-making takes practice.
• Scalability: As networks grow, maintaining structure and avoiding fragmentation becomes crucial.
• Team Collaboration: While Git can assist, Obsidian remains largely optimized for solo workflows.

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Consider

Through the innovative employment of Obsidian's interconnected nodes and the Canvas feature, researchers are enabled to construct a meticulously engineered semantic architecture that reflects the intricate topology of their knowledge frameworks.

This paradigm shift facilitates a transformation of conventional note-taking, evolving this practice from a static, merely accumulative repository of information into a dynamic and adaptive cognitive ecosystem that actively engages with the user’s thought processes. With methodological rigor and a structured approach, Obsidian transcends its role as mere documentation software, evolving into both a secondary cognitive apparatus and a sophisticated digital writing infrastructure.

This dual functionality significantly empowers the long-term intellectual endeavors and creative pursuits of students, scholars, and lifelong learners, thereby enhancing their capacity for sustained engagement with complex ideas.

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CHAPTER ELEVEN

"James, you really should just leave while you still have some dignity left."

The cold voice of Helen pierced through the room like a dagger. James stood there, silent but firm, holding onto the promise he had made to Grandpa before his death never to leave that house, no matter what humiliation came his way.

Mark sat smugly on the leather couch, legs crossed, sipping expensive whiskey like he owned the entire world. "Come on, James," he said with a mocking grin. "You can go stay with those rich friends of yours. You beg them often enough, don’t you?"

James looked at him, his eyes burning but calm. "You laugh now, Mark. But the day is near and you'll lose everything. All that power, all this showmanship... It's built on borrowed air. And it’s about to collapse."

Mark threw his head back and laughed louder, pointing a finger at him. "Is that a threat from a man who just got kicked out of his own house?"

No one said a word. Even Rita, standing by the corner with misted eyes, couldn't muster the strength to speak. Her heart ached, but her position had already been threatened for refusing the divorce. The family business was on the brink of ruin, and everyone was grasping for lifelines even if it meant selling her future for a bailout.

Mark, now basking in his power, pulled out a cheque and slammed it on the table. "Nine hundred million. That’s what I’m investing into Ray Enterprises. My father gave me this for the family’s investment portfolio. But today, I’m giving it to you... for love," he smirked, glancing at Rita.

James turned, his bag in hand, and walked out without another word. But his mind was already on the next move. The promise made to Grandpa wasn’t just about staying. It was about rising, silently, and striking when the time was right.

Outside the gates, he dialed a number.

"Hello, Charles," he said. "Connect me to the Prime Minister’s PA. It’s urgent."

In less than an hour, news had traveled. James learned the shocking truth: Mark had diverted funds from a national family investment trust to make his dramatic gesture. And that news reached exactly the ears it was supposed to Mark’s father, a revered statesman and strict financier, who had trusted him with the fund.

That night, Mark’s phone buzzed. The message was short:

"Come home immediately. Five minutes. Transfer the money back."

Mark froze.

Sweat beaded on his forehead. His hands shook as he tried to open his banking app, but the balance had already dipped far below the amount needed. Panic set in. He stammered, "I... I can't transfer it back. I used it. It's... gone."

Back at his father’s mansion, the atmosphere was ice cold. The elder man didn’t shout. He didn’t raise his hand. Disappointment etched deep lines into his face as he stared at his son. "You betrayed this family," he said, quietly. "Leave."

No amount of apology could change the decision. In one swift moment, all of Mark’s assets were locked, his reputation ruined, and his privileges stripped away.

He was out. Bankrupt.

Sitting alone in his car that night, he stared out the window in disbelief, muttering to himself, "James... he cursed me. That bastard cursed me..."

But no it wasn’t a curse. It was the fall of a man who mistook pride for power, and wealth for wisdom.

"Turn it up… now!" Helen snapped, her voice cutting through the quiet morning as she pointed at the television. The family’s housekeeper scrambled to adjust the volume. The Ray family had gathered around the breakfast table, their usual morning chatter replaced with unease as the local financial news segment aired.

The anchor’s voice came through crisp and clear, yet what he said sent a cold chill running through every member of the Ray household:

“In our morning headlines, we bring you the latest updates on high-profile investors in the region. Among the top contributors to the city’s economic development over the past week are CEOs of leading corporations and presidents of promising startups. However, surprisingly missing from this list is Mark Winston Ray. Sources close to the matter confirm that Mr. Ray has not only failed to deliver on projected investments but has also been disowned by his father, the Prime Minister, following accusations of financial misconduct.”

A tense silence fell over the room like a heavy shroud. The sound of spoons clinking against plates stopped. Helen’s hands trembled slightly as she clutched her teacup. Her eyes remained glued to the screen, disbelief widening her gaze.

“He was sent away?” Susan finally breathed, breaking the silence.

Christopher removed his glasses slowly, wiping them as if clearing the lenses would somehow fix what he had just heard. Robert looked frozen in place, his jaw clenched.

“The Prime Minister himself?” Helen whispered, almost to herself, as if saying it out loud would make it more real.

The news had hit like a thunderbolt. The Ray family's hopes had been pinned on Mark their so-called golden boy. His promises, his connections, and most of all, the massive investment he claimed to bring were the last threads holding their floundering business together. Now, those threads had snapped. And with them, their illusion of security.

It wasn’t just Mark’s absence on the top investor list that stunned them it was the scandal. The betrayal. The confirmation that Mark had used money entrusted to him for family investment to fund his own ego-driven charades. Lavish gifts, attention-grabbing donations, and grand promises, all funded by a sum he was never supposed to touch.

Helen’s hands fell to her lap, still shaking. “All that talk… the promises… the meetings… all for nothing,” she murmured.

“He was our only lifeline,” Christopher muttered, standing to pace the floor, frustration clearly etched into every line of his face. “And now he’s just… gone.”

“We’re finished,” Susan said flatly, her voice empty of emotion.

But Robert, seated in a corner with his fingers steepled under his chin, leaned forward. “Maybe not.”

Helen looked at him sharply. “What do you mean?”

“We need to think fast,” Robert said calmly, though urgency brewed under his composed tone. “There’s still one card we haven’t played.”

Helen frowned. “Which is?”

“JP Enterprises.”

Everyone turned to look at him.

“We can pitch a proposal,” Robert continued. “We offer them one of our most valuable assets something we can prove will yield substantial returns. If they’re interested, they’ll invest. And with their backing, we can survive this storm.”

“But who do we send?” Susan asked, skeptical. “It can’t be just anyone.”

Robert paused. “We need someone confident, someone who knows the numbers. Someone with poise and intelligence.”

Just then, Sarah the ever-ambitious secretary of Ray Enterprises stepped into the room holding a file. Her voice was firm, unwavering.

“I can go.”

Helen raised an eyebrow. “You?”

“I’ve been working behind the scenes for years. I know our business inside out. I’ve already prepared a full proposal outlining our strongest asset and projected returns. If we want to get back on our feet, we need bold action. I’m ready to represent Ray Enterprises before the president of JP.”

The family looked at one another. In their desperation, even the most unlikely hope was better than none.

“What do you want in return?” Christopher asked, his voice heavy.

Sarah didn’t blink. “If I succeed, I want a promotion. Make me the General Manager.”

Helen leaned back in her seat, weighing the options. Seconds felt like minutes.

“Fine,” she said at last, with a sigh. “You get one chance. Don’t waste it.”

Sarah gave a nod, her eyes burning with ambition. She turned and left the room with determination etched into every step.

"We need a solution and fast!" Robert’s voice rang out through the drawing room, snapping the Ray family out of their stunned silence.

The collapse of their greatest hope, Mark, and the scandal that now bore the family name like a curse had left them scrambling for alternatives. The loss of the nine-hundred-million-dollar investment wasn’t just a financial blow it was a devastating hit to their credibility, their pride, and their future.

Robert stood, pacing near the tall window, eyes fixed on the distant skyline as though the answer would appear from the horizon. The rest of the family sat tensely, their faces drawn with anxiety and quiet desperation.

"There’s only one viable route left," Robert began again. "We need to seek support externally. We can't keep pretending we’ll recover with what we have left. The market’s brutal, and unless we act immediately, Ray Enterprises will be swallowed whole."

Helen frowned. "Support from where, Robert? Who would invest in a family on the brink of collapse?"

Robert turned to face them, determination flickering in his eyes. "JP Enterprises."

The name alone drew mixed reactions. Some looked surprised. Others seemed doubtful. But all understood the weight that name carried. JP Enterprises is one of the most formidable corporate powerhouses in the city, built on discretion, strategy, and silent dominance. An investment from them would be enough to stabilize the Ray business and restore a measure of prestige.

"We ask for an investment fund," Robert continued. "We identify one of our most promising assets, present it with a detailed proposal, and highlight its projected returns. If we can convince the president of JP Enterprises that we’re worth the risk, we’ll have the capital to rebuild."

Christopher leaned back in his chair, folding his arms. "And who do you propose we send to present this… plea?"

Before Robert could answer, a new voice entered the conversation. "I’ll go."

All eyes turned toward the speaker. Sarah the secretary of Ray Enterprises stepped into view with a composed expression, holding a thick folder against her chest. She was dressed sharply, confidence radiating from her posture.

Helen’s brow rose. "You?"

Sarah nodded. "I’ve worked at Ray Enterprises for years. I’ve handled most of the internal correspondence, reviewed investment strategies, and assisted with proposals. I know our strongest assets, and I know how to package them."

"This is no ordinary meeting, Sarah," Robert warned. "You’ll be speaking directly with the president of JP Enterprises. That’s not a small task."

"And I understand the stakes," Sarah replied calmly. "But if no one else will step up, I will. I already have a presentation ready. One of our top assets, the urban real estate development project can generate major returns if backed by the right investment. JP Enterprises could be interested if it’s positioned correctly."

There was a pause. A beat of quiet contemplation as Helen studied her, measuring her words.

"What do you want in return?" she asked coldly.

Sarah didn’t hesitate. "If I’m successful, I want the General Manager position. I’ve earned it."

The room shifted with tension. Christopher glanced at Helen, who didn’t look pleased but she also knew time was not on their side.

Helen leaned forward, her voice tight. "You get one shot, Sarah. Impress them, secure the deal and the position is yours. Fail, and you walk away from Ray Enterprises for good."

Sarah’s eyes flashed with determination. "Then I won’t fail."

She turned, walking out of the room with confident strides, already planning every word of her presentation.

@ d34e832d:383f78d0

A Knowledge Management Framework for your Academic Writing

Idea Approach

The primary objective of this framework is to streamline and enhance the efficiency of several critical academic processes, namely the reading, annotation, synthesis, and writing stages inherent to doctoral studies.

By leveraging established best practices from various domains, including digital note-taking methodologies, sophisticated knowledge management techniques, and the scientifically-grounded principles of spaced repetition systems, this proposed workflow is adept at optimizing long-term retention of information, fostering the development of novel ideas, and facilitating the meticulous preparation of manuscripts. Furthermore, this integrated approach capitalizes on Zotero's robust annotation functionalities, harmoniously merged with Obsidian's Zettelkasten-inspired architecture, thereby enriching the depth and structural coherence of academic inquiry, ultimately leading to more impactful scholarly contributions.

Doctoral research demands a sophisticated approach to information management, critical thinking, and synthesis. Traditional systems of note-taking and bibliography management are often fragmented and inefficient, leading to cognitive overload and disorganized research outputs. This thesis proposes a workflow that leverages Zotero for reference management, Obsidian for networked note-taking, and Anki for spaced repetition learning—each component enhanced by a set of plugins, templates, and color-coded systems.

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2. Literature Review and Context

2.1 Digital Research Workflows

Recent research in digital scholarship has highlighted the importance of structured knowledge environments. Tools like Roam Research, Obsidian, and Notion have gained traction among academics seeking flexibility and networked thinking. However, few workflows provide seamless interoperability between reference management, reading, and idea synthesis.

2.2 The Zettelkasten Method

Originally developed by sociologist Niklas Luhmann, the Zettelkasten ("slip-box") method emphasizes creating atomic notes—single ideas captured and linked through context. This approach fosters long-term idea development and is highly compatible with digital graph-based note systems like Obsidian.

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3. Zotero Workflow: Structured Annotation and Tagging

Zotero serves as the foundational tool for ingesting and organizing academic materials. The built-in PDF reader is augmented through a color-coded annotation schema designed to categorize information efficiently:

• Red: Refuted or problematic claims requiring skepticism or clarification
• Yellow: Prominent claims, novel hypotheses, or insightful observations
• Green: Verified facts or claims that align with the research narrative
• Purple: Structural elements like chapter titles or section headers
• Blue: Inter-author references or connections to external ideas
• Pink: Unclear arguments, logical gaps, or questions for future inquiry
• Orange: Precise definitions and technical terminology

Annotations are accompanied by tags and notes in Zotero, allowing robust filtering and thematic grouping.

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4. Obsidian Integration: Bridging Annotation and Synthesis

4.1 Plugin Architecture

Three key plugins optimize Obsidian’s role in the workflow:

• Zotero Integration (via obsidian-citation-plugin): Syncs annotated PDFs and metadata directly from Zotero
• Highlighter: Enables color-coded highlights in Obsidian, mirroring Zotero's scheme
• Templater: Automates formatting and consistency using Nunjucks templates

A custom keyboard shortcut (e.g., Ctrl+Shift+Z) is used to trigger the extraction of annotations into structured Obsidian notes.

4.2 Custom Templating

The templating system ensures imported notes include:

• Citation metadata (title, author, year, journal)
• Full-color annotations with comments and page references
• Persistent notes for long-term synthesis
• An embedded bibtex citation key for seamless referencing

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5. Zettelkasten and Atomic Note Generation

Obsidian’s networked note system supports idea-centered knowledge development. Each note captures a singular, discrete idea—independent of the source material—facilitating:

• Thematic convergence across disciplines
• Independent recombination of ideas
• Emergence of new questions and hypotheses

A standard atomic note template includes: - Note ID (timestamp or semantic UID) - Topic statement - Linked references - Associated atomic notes (via backlinks)

The Graph View provides a visual map of conceptual relationships, allowing researchers to track the evolution of their arguments.

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6. Canvas for Spatial Organization

Obsidian’s Canvas plugin is used to mimic physical research boards: - Notes are arranged spatially to represent conceptual clusters or chapter structures - Embedded visual content enhances memory retention and creative thought - Notes and cards can be grouped by theme, timeline, or argumentative flow

This supports both granular research and holistic thesis design.

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7. Flashcard Integration with Anki

Key insights, definitions, and questions are exported from Obsidian to Anki, enabling spaced repetition of core content. This supports: - Preparation for comprehensive exams - Retention of complex theories and definitions - Active recall training during literature reviews

Flashcards are automatically generated using Obsidian-to-Anki bridges, with tagging synced to Obsidian topics.

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8. Word Processor Integration and Writing Stage

Zotero’s Word plugin simplifies: - In-text citation - Automatic bibliography generation - Switching between citation styles (APA, Chicago, MLA, etc.)

Drafts in Obsidian are later exported into formal academic writing environments such as Microsoft Word or LaTeX editors for formatting and submission.

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9. Discussion and Evaluation

The proposed workflow significantly reduces friction in managing large volumes of information and promotes deep engagement with source material. Its modular nature allows adaptation for various disciplines and writing styles. Potential limitations include: - Initial learning curve - Reliance on plugin maintenance - Challenges in team-based collaboration

Nonetheless, the ability to unify reading, note-taking, synthesis, and writing into a seamless ecosystem offers clear benefits in focus, productivity, and academic rigor.

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10. Consider

This idea demonstrates that a well-structured digital workflow using Zotero and Obsidian can transform the PhD research process. It empowers researchers to move beyond passive reading into active knowledge creation, aligned with the long-term demands of scholarly writing. Future iterations could include AI-assisted summarization, collaborative graph spaces, and greater mobile integration.

9. Evaluation Of The Approach

While this workflow offers significant advantages in clarity, synthesis, and long-term idea development, several limitations must be acknowledged:

• Initial Learning Curve: New users may face a steep learning curve when setting up and mastering the integrated use of Zotero, Obsidian, and their associated plugins. Understanding markdown syntax, customizing templates in Templater, and configuring citation keys all require upfront time investment. However, this learning period can be offset by the long-term gains in productivity and mental clarity.

• Plugin Ecosystem Volatility: Since both Obsidian and many of its key plugins are maintained by open-source communities or individual developers, updates can occasionally break workflows or require manual adjustments.

• Interoperability Challenges: Synchronizing metadata, highlights, and notes between systems (especially on multiple devices or operating systems) may present issues if not managed carefully. This includes Zotero’s Better BibTeX keys, Obsidian sync, and Anki integration.

• Limited Collaborative Features: This workflow is optimized for individual use. Real-time collaboration on notes or shared reference libraries may require alternative platforms or additional tooling.

Despite these constraints, the workflow remains highly adaptable and has proven effective across disciplines for researchers aiming to build a durable intellectual infrastructure over the course of a PhD.

9. Evaluation Of The Approach

While the Zotero–Obsidian workflow dramatically improves research organization and long-term knowledge retention, several caveats must be considered:

• Initial Learning Curve: Mastery of this workflow requires technical setup and familiarity with markdown, citation keys, and plugin configuration. While challenging at first, the learning effort is front-loaded and pays off in efficiency over time.

• Reliance on Plugin Maintenance: A key risk of this system is its dependence on community-maintained plugins. Tools like Zotero Integration, Templater, and Highlighter are not officially supported by Obsidian or Zotero core teams. This means updates or changes to the Obsidian API or plugin repository may break functionality or introduce bugs. Active plugin support is crucial to the system’s longevity.

• Interoperability and Syncing Issues: Managing synchronization across Zotero, Obsidian, and Anki—especially across multiple devices—can lead to inconsistencies or data loss without careful setup. Users should ensure robust syncing solutions (e.g. Obsidian Sync, Zotero WebDAV, or GitHub backup).

• Limited Collaboration Capabilities: This setup is designed for solo research workflows. Collaborative features (such as shared note-taking or group annotations) are limited and may require alternate solutions like Notion, Google Docs, or Overleaf when working in teams.

The integration of Zotero with Obsidian presents a notable advantage for individual researchers, exhibiting substantial efficiency in literature management and personal knowledge organization through its unique workflows. However, this model demonstrates significant deficiencies when evaluated in the context of collaborative research dynamics.

Specifically, while Zotero facilitates the creation and management of shared libraries, allowing for the aggregation of sources and references among users, Obsidian is fundamentally limited by its lack of intrinsic support for synchronous collaborative editing functionalities, thereby precluding simultaneous contributions from multiple users in real time. Although the application of version control systems such as Git has the potential to address this limitation, enabling a structured mechanism for tracking changes and managing contributions, the inherent complexity of such systems may pose a barrier to usability for team members who lack familiarity or comfort with version control protocols.

Furthermore, the nuances of color-coded annotation systems and bespoke personal note taxonomies utilized by individual researchers may present interoperability challenges when applied in a group setting, as these systems require rigorously defined conventions to ensure consistency and clarity in cross-collaborator communication and understanding. Thus, researchers should be cognizant of the challenges inherent in adapting tools designed for solitary workflows to the multifaceted requirements of collaborative research initiatives.

@ 6e0ea5d6:0327f353

Ascolta bene, amico mio!

There is a kind of solitude that doesn’t come from the absence of company, but from the weight of the role one must play.
I’m not talking about being admired, followed, or applauded by outsiders — but of being necessary to those of your own blood.
Of being the one upon whom everything rests, even if no one ever acknowledges it.

Truly, I learned throughout my life in the province of Sicily that the man who is held up by no one, yet holds up many — that man has no right to collapse. Not because he is stronger. But because if he falls, he doesn’t fall alone — he brings down the roof over those who live under his shadow.

And here lies the silent tragedy:
No one catches him when he falters.
But everyone collapses when he does.

He is the father who cannot fall ill,
The son who becomes the pillar for his parents,
The leader who must never hesitate,
The older brother who must not cry,
The man of honor who must do “whatever must be done.”

The exhaustion is real. The fatigue, daily.
But this kind of man learns to live with weariness as others live with pain:
It’s not about waiting for relief, but about continuing to walk despite the crushing weight.
That’s why, amico mio, never ask for lighter burdens — but always for stronger shoulders.

In this context, renunciation is not a personal choice.
It is a collective sentence.
It’s like demolishing a pillar and expecting the ceiling to remain intact.

Therefore, the man who carries this awareness does not allow himself the luxury of giving up.
He doesn’t grant himself the right to fail — not out of heroism, but out of clarity.
He knows that his collapse would cost a family.

Learn this: l’onore non è individuale.
True honor is collective and familial.
What you endure, you endure for your own.
What you face, you face for those who came before you, and those who will come after.
And what you cannot abandon is not about pride — it’s about responsibility.

There is no glory in it.
There are no medals.
But there is a silent, unshakable dignity that only a few ever understand:
To be the foundation — never the weight.

The name for this is honor, loyalty, and pride.

Thank you for reading, my friend!

If this message resonated with you, consider leaving your "🥃" as a token of appreciation.

A toast to our family!

@ d34e832d:383f78d0

1. The Ledger or Physical USD?

Bitcoin embodies a paradigmatic transformation in the foundational constructs of trust, ownership, and value preservation within the context of a digital economy. In stark contrast to conventional financial infrastructures that are predicated on centralized regulatory frameworks, Bitcoin operationalizes an intricate interplay of cryptographic techniques, consensus-driven algorithms, and incentivization structures to engender a decentralized and censorship-resistant paradigm for the transfer and safeguarding of digital assets. This conceptual framework elucidates the pivotal mechanisms underpinning Bitcoin's functional architecture, encompassing its distributed ledger technology (DLT) structure, robust security protocols, consensus algorithms such as Proof of Work (PoW), the intricacies of its monetary policy defined by the halving events and limited supply, as well as the broader implications these components have on stakeholder engagement and user agency.

2. The Core Functionality of Bitcoin

At its core, Bitcoin is a public ledger that records ownership and transfers of value. This ledger—called the blockchain—is maintained and verified by thousands of decentralized nodes across the globe.

2.1 Public Ledger

All Bitcoin transactions are stored in a transparent, append-only ledger. Each transaction includes: - A reference to prior ownership (input) - A transfer of value to a new owner (output) - A digital signature proving authorization

2.2 Ownership via Digital Signatures

Bitcoin uses asymmetric cryptography: - A private key is known only to the owner and is used to sign transactions. - A public key (or address) is used by the network to verify the authenticity of the transaction.

This system ensures that only the rightful owner can spend bitcoins, and that all network participants can independently verify that the transaction is valid.

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3. Decentralization and Ledger Synchronization

Unlike traditional banking systems, which rely on a central institution, Bitcoin’s ledger is decentralized: - Every node keeps a copy of the blockchain. - No single party controls the system. - Updates to the ledger occur only through network consensus.

This decentralization ensures fault tolerance, censorship resistance, and transparency.

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4. Preventing Double Spending

One of Bitcoin’s most critical innovations is solving the double-spending problem without a central authority.

4.1 Balance Validation

Before a transaction is accepted, nodes verify: - The digital signature is valid. - The input has not already been spent. - The sender has sufficient balance.

This is made possible by referencing previous transactions and ensuring the inputs match the unspent transaction outputs (UTXOs).

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5. Blockchain and Proof-of-Work

To ensure consistency across the distributed network, Bitcoin uses a blockchain—a sequential chain of blocks containing batches of verified transactions.

5.1 Mining and Proof-of-Work

Adding a new block requires solving a cryptographic puzzle, known as Proof-of-Work (PoW): - The puzzle involves finding a hash value that meets network-defined difficulty. - This process requires computational power, which deters tampering. - Once a block is validated, it is propagated across the network.

5.2 Block Rewards and Incentives

Miners are incentivized to participate by: - Block rewards: New bitcoins issued with each block (initially 50 BTC, halved every ~4 years). - Transaction fees: Paid by users to prioritize their transactions.

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6. Network Consensus and Security

Bitcoin relies on Nakamoto Consensus, which prioritizes the longest chain—the one with the most accumulated proof-of-work.

• In case of competing chains (forks), the network chooses the chain with the most computational effort.
• This mechanism makes rewriting history or creating fraudulent blocks extremely difficult, as it would require control of over 50% of the network's total hash power.

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7. Transaction Throughput and Fees

Bitcoin’s average block time is 10 minutes, and each block can contain ~1MB of data, resulting in ~3–7 transactions per second.

• During periods of high demand, users compete by offering higher transaction fees to get included faster.
• Solutions like Lightning Network aim to scale transaction speed and lower costs by processing payments off-chain.

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8. Monetary Policy and Scarcity

Bitcoin enforces a fixed supply cap of 21 million coins, making it deflationary by design.

• This limited supply contrasts with fiat currencies, which can be printed at will by central banks.
• The controlled issuance schedule and halving events contribute to Bitcoin’s store-of-value narrative, similar to digital gold.

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9. Consider

Bitcoin integrates advanced cryptographic methodologies, including public-private key pairings and hashing algorithms, to establish a formidable framework of security that underpins its operation as a digital currency. The economic incentives are meticulously structured through mechanisms such as mining rewards and transaction fees, which not only incentivize network participation but also regulate the supply of Bitcoin through a halving schedule intrinsic to its decentralized protocol. This architecture manifests a paradigm wherein individual users can autonomously oversee their financial assets, authenticate transactions through a rigorously constructed consensus algorithm, specifically the Proof of Work mechanism, and engage with a borderless financial ecosystem devoid of traditional intermediaries such as banks. Despite the notable challenges pertaining to transaction throughput scalability and a complex regulatory landscape that intermittently threatens its proliferation, Bitcoin steadfastly persists as an archetype of decentralized trust, heralding a transformative shift in financial paradigms within the contemporary digital milieu.

---

10. References

• Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System.
• Antonopoulos, A. M. (2017). Mastering Bitcoin: Unlocking Digital Cryptocurrencies.
• Bitcoin.org. (n.d.). How Bitcoin Works

@ 2e941ad1:fac7c2d0

Unlocks: 41

@ fd06f542:8d6d54cd

今天主要是更新了seo优化：

• 增加了 blog页面的预加载内容，这样搜索引起抓取blog页面的时候，能够看到的是渲染好的 blog 列表；
• 增加里 blog/[blogid] 页面的 显示原文静态链接，这个链接主要是给搜索引擎使用，他根据原文可以抓取content内容
• 在+page.svelte页面 增加了 raw 数据显示，用户也可以看到和搜索引擎一样的内容，这个取决于 svelte的页面访问路由机制，她发现是api访问就会调用 server.ts返回数据，她发现是浏览器访问就会返回+page.svelte渲染的内容。 这个设计让搜索引擎和 浏览器看到的有区别。所以我两个都做了。

接下来的工作计划

• 增加 blog的评论和点赞功能？
• 美化页面？
• 做一个electron的客户端？
• 给用户做一个 通过blog定制化自己的主页？

关于nostrbook的 想法

用户其实可以通过nostrbook 搭建自己的blog系统，或者写书系统。在公司内网或者自己的服务器上。

修改config.ts的面的三个配置就可以了。 ```js

export let booktag="createbook"; export let blogtag="createblog"; export let chaptertag="bookchapter"; ```

我也是通过这个开关测试了线上和测试的开发的内容区分开的。

昨天发现的bug

就是 30023 update问题，虽然可以通过dtag可以实现替换。但是部分服务器没有update到最新的。所以他会返回老的。 是不是通过服务器之间的同步可以解决呢？

@ 502ab02a:a2860397

ถ้า “นมปลอมเข้าโรงเรียน” กับเกม Lobby ระดับโลก ที่ซ่อน GMO ไว้ในแก้วของลูกหลานเรา

โอเค เรารู้จักคำว่า Precision Fermentation หรือ PF กันไปแล้ว กลับมาดูโลกปัจจุบันนี้กันครับ

ในวันที่ผู้ใหญ่ยังทะเลาะกันเรื่องราคาน้ำนมดิบ มีบางบริษัทที่กำลังยิ้มกว้าง เพราะแผนระยะยาวของเขา…คือการเปลี่ยนนมโรงเรียนจากของจริง ไปสู่นมปลอมที่ “จดสิทธิบัตรได้” และ “ควบคุมทั้ง supply chain”

เรื่องนี้อาจดูเหมือนนิยายไซไฟนะครับ แต่เฮียจะพาไปเจาะลึกเบื้องหลังการ lobby ที่พยายามผลัก “นมจาก Precision Fermentation” และ “นม Plant-Based” เข้าสู่ระบบโรงเรียน โดยอ้างว่า “เพื่อสุขภาพ เพื่อโลก และเพื่อเด็กๆ” แต่จริงๆ แล้วมันคือ เกมเปลี่ยนอาหารเป็นทรัพย์สินทางปัญญาแบบเงียบๆ

ทำไม “โรงเรียน” ถึงเป็นเป้าหมายสำคัญ? คำตอบง่ายมาก เพราะว่ามันกลับเข้าสู่ loop เดิมกับตอนที่เขาพยายามยัด นมสด เข้าไปในชีวิตเมื่อหลังสงครามโลกครั้งที่ 2 นั่นละครับ หนังม้วนเดิม มีเพิ่มเติมคือความทันสมัย 1.โรงเรียนคือฐานข้อมูลประชากรที่แน่นอน = จำนวนเด็กแน่ชัด งบประมาณแน่ชัด 2.พฤติกรรมการกินของเด็ก “ฝังได้ง่าย” = ถ้าเด็กเติบโตมากับนม Plant-Based หรือ Milk 2.0 ตั้งแต่เล็ก พอเขาโตขึ้น “ร่างกายจะลืมรสนมวัวไปเลย” และไม่เคยรู้ว่าเคยมี real food ให้เลือก เหมือนที่โลกของ เจเนอเรชั่น internet มือถือ หรือแม้แต่สมัยนี้คือ สตรีมมิ่ง 3.เป็นจุดที่รัฐมีบทบาทโดยตรง = ง่ายต่อการ lobby policy เพราะแค่เปลี่ยนนโยบายระดับกระทรวง ก็เปลี่ยนทั้งประเทศได้

ใครอยู่เบื้องหลังการล็อบบี้นี้? 1. องค์กรระดับโลกที่ขับเคลื่อน Plant-Based School Meals อย่างเช่น - GFI (Good Food Institute) เป็นองค์กรที่มีเป้าหมายชัดว่า “เปลี่ยนโปรตีนของโลกจาก animal-based ให้เป็น cell-based และ fermentation-based” สนับสนุนงานวิจัย ออกนโยบายผลักดันเมนูโรงเรียน - ProVeg International ซึ่งมีโครงการชื่อ “School Plates” ปรับเมนูโรงเรียนให้เป็น plant-based - EAT Forum & WEF (World Economic Forum) ที่มีการสนับสนุนนโยบาย global dietary shift ซึ่งแนะนำให้ลดการบริโภคเนื้อสัตว์และผลิตภัณฑ์จากสัตว์ เพื่อส่งเสริมสุขภาพและความยั่งยืนของสิ่งแวดล้อม

1. บริษัทยักษ์ใหญ่ด้าน Milk 2.0
2. Perfect Day ร่วมกับ Nestlé ที่พยายามผลักดันนม PF ให้เป็นนมทดแทนแห่งอนาคต

3. Oatly ผู้ผลิตนม plant-based และ lobby ให้ “รัฐบาลช่วยจัดซื้อในโรงเรียน” พร้อมกับแคมเปญประชาสัมพันธ์ว่านี่คือตัวเลือกที่ “รักษ์โลกและดีต่อสุขภาพ” และ NotCo / Danone ซึ่งอยู่ในตลาดประเภทเดียวกัน ก็อาจมีแนวโน้มเข้าสู่ตลาดโรงเรียนเช่นกัน

4. เช่นเดียวกับที่เคยเล่าเรื่องนมสดไว้ครับ เขาจะต้องมาพร้อมการวิจัยที่ออกแบบให้รองรับการเปลี่ยนนโยบาย ด้วยหลายงานวิจัยที่บอกว่า “นมวัวมีผลเสียต่อสุขภาพเด็ก” ถูกสนับสนุนโดยกลุ่มทุนที่อยู่ในวงการ plant-based หรือ biotech งานบางชิ้นลดความสำคัญของสารอาหารจาก animal-based ลง และ “ปั่นคะแนน” ของ Plant Milk หรือ PF Milk ให้ดูสูงกว่าความเป็นจริง

วิธีการ Lobby แบบแนบเนียนก็จะใช้กระบวนการประมาณนี้ครับ 1. แทรกผ่านโครงการ “นมโรงเรียนฟรี” หลายประเทศใช้เงินรัฐอุดหนุนนมโรงเรียน กลุ่ม Lobby เข้าไป “เสนอของถูกกว่า” และอ้างว่า “เหมาะกับเด็กแพ้นมวัว” ทำให้รัฐเริ่มพิจารณา Plant Milk หรือ PF Milk เป็นทางเลือก “ถูกกว่าและดูดี”

1. ล้างความคิดผ่านหลักสูตรสุขศึกษา เริ่มมีสื่อการสอนที่ใช้คำว่า “milk” แบบรวม Plant Milk เข้าไปด้วย ลดความต่างระหว่างนมวัวกับนมจากพืช และเริ่มพูดว่า “นมจากพืชดีกว่าต่อสิ่งแวดล้อม”

2. แจกทุนให้โรงเรียนที่ร่วมโครงการ มีการเสนอทุนวิจัย ทุนสนับสนุนเมนูโรงเรียน ถ้าโรงเรียนยอมทดลองใช้นม Plant-Based หรือ PF Milk สร้างภาพลักษณ์ว่าเป็นโรงเรียน “รักโลก รักสุขภาพ”

3. ใช้พลังอินฟูฯและดารา ดาราดังๆ ถูกใช้เป็นหน้าโครงการ (ในตปท.) เช่นโพสต์ภาพเด็กๆ กิน “นมไม่มีวัว” พร้อมคำบรรยายว่า “นี่คืออนาคตของการกินอย่างมีจริยธรรม” อะไรประมาณนี้ครับ

ผลกระทบที่จะเกิดขึ้นก็คือ เด็กๆ เสียโอกาสในการได้รับโภชนาการจาก real food โดยเฉพาะ B12, วิตามิน A, DHA, โคลีน, เคซีนจากธรรมชาติ ซึ่งนมเทียมต้อง “แต่งเติม” เข้ามาทั้งสิ้น รวมถึง เด็กโตมากับอาหารปลอม โดยไม่รู้ว่าเคยมีของจริงให้เลือก สุดท้ายจะกลายเป็น “ผู้ใหญ่ที่ต้องพึ่งบริษัท” เพื่อมีโปรตีนกินในชีวิตประจำวัน และท้ายสุด รัฐกลายเป็นผู้สนับสนุนสิทธิบัตรเอกชน เพราะเมื่อ Milk 2.0 เข้าสู่ระบบโรงเรียน มันจะกลายเป็น “ค่าใช้จ่ายประจำ” ที่รัฐบาลต้องจ่ายให้บริษัทตลอดไป ซึ่งตรงนี้ก็จะวนกลับมาที่พวกเราที่อยู่ภายใต้ระบบ fiat

ดังนั้นมันก็เลยสรุปได้ว่า นี่ไม่ใช่แค่เรื่องอาหาร แต่คือการเปลี่ยนโครงสร้างอำนาจ Milk 2.0 เข้าโรงเรียน ไม่ใช่เพราะมันดีกว่า แต่เพราะมัน “ล็อกห่วงโซ่คุณค่าไว้ในมือคนส่วนน้อย” และสร้างประชากรรุ่นใหม่ที่ไม่รู้จักอาหารจริงจากธรรมชาติ

หากเด็กวันนี้กินของปลอมจนชิน วันหนึ่งเขาอาจยอม “จ่ายเงินเช่าโปรตีน (subscribe) ” ไปตลอดชีวิต โดยไม่เคยรู้เลยว่า… วัวเคยให้นมได้โดยไม่ต้องใช้เทคโนโลยีใดๆ เลย

#pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูก #siamstr

@ d34e832d:383f78d0

WebSocket communication is integral to modern real-time web applications, powering everything from chat apps and online gaming to collaborative editing tools and live dashboards. However, its persistent and event-driven nature introduces unique debugging challenges. Traditional browser developer tools provide limited insight into WebSocket message flows, especially in complex, asynchronous applications.

This thesis evaluates the use of Chrome-based browser extensions—specifically those designed to enhance WebSocket debugging—and explores how visual event tracing improves developer experience (DX). By profiling real-world applications and comparing built-in tools with popular WebSocket DevTools extensions, we analyze the impact of visual feedback, message inspection, and timeline tracing on debugging efficiency, code quality, and development speed.

The Idea

As front-end development evolves, WebSockets have become a foundational technology for building reactive user experiences. Debugging WebSocket behavior, however, remains a cumbersome task. Chrome DevTools offers a basic view of WebSocket frames, but lacks features such as message categorization, event correlation, or contextual logging. Developers often resort to console.log and custom logging systems, increasing friction and reducing productivity.

This research investigates how browser extensions designed for WebSocket inspection—such as Smart WebSocket Client, WebSocket King Client, and WSDebugger—can enhance debugging workflows. We focus on features that provide visual structure to communication patterns, simplify message replay, and allow for real-time monitoring of state transitions.

Related Work

Chrome DevTools

While Chrome DevTools supports WebSocket inspection under the Network > Frames tab, its utility is limited: - Messages are displayed in a flat, unstructured stream. - No built-in timeline or replay mechanism. - Filtering and contextual debugging features are minimal.

WebSocket-Specific Extensions

Numerous browser extensions aim to fill this gap: - Smart WebSocket Client: Allows custom message sending, frame inspection, and saved session reuse. - WSDebugger: Offers structured logging and visualization of message flows. - WebSocket Monitor: Enables real-time monitoring of multiple connections with UI overlays.

Methodology

Tools Evaluated:

• Chrome DevTools (baseline)
• Smart WebSocket Client
• WSDebugger
• WebSocket King Client

Evaluation Criteria:

• Real-time message monitoring
• UI clarity and UX consistency
• Support for message replay and editing
• Message categorization and filtering
• Timeline-based visualization

Test Applications:

• A collaborative markdown editor
• A multiplayer drawing game (WebSocket over Node.js)
• A lightweight financial dashboard (stock ticker)

Findings

1. Enhanced Visibility

Extensions provide structured visual representations of WebSocket communication: - Grouped messages by type (e.g., chat, system, control) - Color-coded frames for quick scanning - Collapsible and expandable message trees

2. Real-Time Inspection and Replay

• Replaying previous messages with altered payloads accelerates bug reproduction.
• Message history can be annotated, aiding team collaboration during debugging.

3. Timeline-Based Analysis

• Extensions with timeline views help identify latency issues, bottlenecks, and inconsistent message pacing.
• Developers can correlate message sequences with UI events more intuitively.

4. Improved Debugging Flow

• Developers report reduced context-switching between source code and devtools.
• Some extensions allow breakpoints or watchers on WebSocket events, mimicking JavaScript debugging.

Consider

Visual debugging extensions represent a key advancement in tooling for real-time application development. By extending Chrome DevTools with features tailored for WebSocket tracing, developers gain actionable insights, faster debugging cycles, and a better understanding of application behavior. Future work should explore native integration of timeline and message tagging features into standard browser DevTools.

Developer Experience and Limitations

Visual tools significantly enhance the developer experience (DX) by reducing friction and offering cognitive support during debugging. Rather than parsing raw JSON blobs manually or tracing asynchronous behavior through logs, developers can rely on intuitive UI affordances such as real-time visualizations, message filtering, and replay features.

However, some limitations remain:

• Lack of binary frame support: Many extensions focus on text-based payloads and may not correctly parse or display binary frames.
• Non-standard encoding issues: Applications using custom serialization formats (e.g., Protocol Buffers, MsgPack) require external decoding tools or browser instrumentation.
• Extension compatibility: Some extensions may conflict with Content Security Policies (CSP) or have limited functionality when debugging production sites served over HTTPS.
• Performance overhead: Real-time visualization and logging can add browser CPU/memory overhead, particularly in high-frequency WebSocket environments.

Despite these drawbacks, the overall impact on debugging efficiency and developer comprehension remains highly positive.

Developer Experience and Limitations

Visual tools significantly enhance the developer experience (DX) by reducing friction and offering cognitive support during debugging. Rather than parsing raw JSON blobs manually or tracing asynchronous behavior through logs, developers can rely on intuitive UI affordances such as live message streams, structured views, and interactive inspection of frames.

However, some limitations exist:

• Security restrictions: Content Security Policy (CSP) and Cross-Origin Resource Sharing (CORS) can restrict browser extensions from accessing WebSocket frames in production environments.
• Binary and custom formats: Extensions may not handle binary frames or non-standard encodings (e.g., Protocol Buffers) without additional tooling.
• Limited protocol awareness: Generic tools may not fully interpret application-specific semantics, requiring context from the developer.
• Performance trade-offs: Logging and rendering large volumes of data can cause UI lag, especially in high-throughput WebSocket apps.

Despite these constraints, DevTools extensions continue to offer valuable insight during development and testing stages.

Applying this analysis to relays in the Nostr protocol surfaces some fascinating implications about traffic analysis, developer tooling, and privacy risks, even when data is cryptographically signed. Here's how the concepts relate:

---

🧠 What This Means for Nostr Relays

1. Traffic Analysis Still Applies

Even though Nostr events are cryptographically signed and, optionally, encrypted (e.g., DMs), relay communication is over plaintext WebSockets or WSS (WebSocket Secure). This means:

• IP addresses, packet size, and timing patterns are all visible to anyone on-path (e.g., ISPs, malicious actors).
• Client behavior can be inferred: Is someone posting, reading, or just idling?
• Frequent "kind" values (like kind:1 for notes or kind:4 for encrypted DMs) produce recognizable traffic fingerprints.

🔍 Example:

A pattern like: - client → relay: small frame at intervals of 30s - relay → client: burst of medium frames …could suggest someone is polling for new posts or using a chat app built on Nostr.

---

2. DevTools for Nostr Client Devs

For client developers (e.g., building on top of nostr-tools), browser DevTools and WebSocket inspection make debugging much easier:

• You can trace real-time Nostr events without writing logging logic.
• You can verify frame integrity, event flow, and relay responses instantly.
• However, DevTools have limits when Nostr apps use:
• Binary payloads (e.g., zlib-compressed events)
• Custom encodings or protocol adaptations (e.g., for mobile)

---

3. Fingerprinting Relays and Clients

• Each relay has its own behavior: how fast it responds, whether it sends OKs, how it deals with malformed events.
• These can be fingerprinted by adversaries to identify which software is being used (e.g., nostr-rs-relay, strfry, etc.).
• Similarly, client apps often emit predictable REQ, EVENT, CLOSE sequences that can be fingerprinted even over WSS.

---

4. Privacy Risks

Even if DMs are encrypted: - Message size and timing can hint at contents ("user is typing", long vs. short message, emoji burst, etc.) - Public relays might correlate patterns across multiple clients—even without payload access. - Side-channel analysis becomes viable against high-value targets.

---

5. Mitigation Strategies in Nostr

Borrowing from TLS and WebSocket security best practices:

| Strategy | Application to Nostr | |-----------------------------|----------------------------------------------------| | Padding messages | Normalize EVENT size, especially for DMs | | Batching requests | Send multiple REQ subscriptions in one frame | | Randomize connection times | Avoid predictable connection schedules | | Use private relays / Tor| Obfuscate source IP and reduce metadata exposure | | Connection reuse | Avoid per-event relay opens, use persistent WSS |

---

TL;DR for Builders

If you're building on Nostr and care about privacy, WebSocket metadata is a leak. The payload isn't the only thing that matters. Be mindful of event timing, size, and structure, even over encrypted channels.

@ 872982aa:8fb54cfe

现在这样可以，我试试在这里也粘贴一个照片

@ 3c7dc2c5:805642a8

🧠Quote(s) of the week:

'The "Bitcoin Corporate Treasury" narrative is a foot gun if it's not accompanied by the sovereignty via self-custody narrative. Number Go Up folks are pitching companies to funnel their funds into a handful of trusted third parties. Systemic Risk Go Up.' - Jameson Lopp

Lopp is spot on!

The Bitcoin network is a fortress of digital power backed by 175 terawatt-hours (TWh)—equivalent to 20 full-scale nuclear reactors running continuously 24 hours per day, 365 days per year—making it nation-state-level resistant and growing stronger every day. - James Lavish

🧡Bitcoin news🧡

https://i.ibb.co/xSYWkJPC/Goqd-ERAXw-AEUTAo.jpg

Konsensus Network

On the 14th of April:

➡️ Bitcoin ETFs are bleeding out. Not a single inflow streak since March.

➡️'There are now just a bit less than 3 years left until the next halving. The block reward will drop from 3.125 BTC to 1.5625 BTC. Plan accordingly.' - Samson Mow

➡️Bitcoin is the new benchmark. Bitcoin has outperformed the S&P 500 over the past 1-, 2-, 3-, 4-, 5-, 6-, 7-, 8-, 9-, 10-, 11-, 12-, 13-, and 14-year periods. https://i.ibb.co/GfBK6n2Z/Gof6-Vwp-Ws-AA-g1-V-1.jpg

You cannot consider yourself a serious investor if you see this data and ignore it. Never been an asset like it in the history of mankind. But that is from an investor's perspective...

Alex Gladstein: "While only certain credentialed individuals can own US stocks (a tiny % of the world population) — anyone in the world, dissident or refugee, can own the true best-performing financial asset. "

➡️New record Bitcoin network hashrate 890,000,000,000,000,000,000x per second.

➡️The Korea Exchange has experienced its first bitcoin discount in South Korea since December 2024.

➡️Every government should be mining Bitcoin, say Bhutan's Prime Minister - Al Jazeera "It's a simple choice that's earned billions of dollars. Mining makes tremendous sense."

On the 15th of April:

➡️'Owning 1 Bitcoin isn’t a trade... - It’s a power move. - A geopolitical hedge. - A once-per-civilization bet on the next monetary regime. If you have the means to own one and don’t… You’re not managing risk. You’re misreading history.' -Alec Bakhouche

Great thread: https://x.com/Alec_Bitcoin/status/1912216075703607448

➡️The only thing that drops faster than new ETH narratives is the ETH price. Ethereum is down 74% against Bitcoin since switching from PoW to PoS in 2022.

https://i.ibb.co/bR3yjqZX/Gos0kc-HXs-AAP-9-X.jpg

Piere Rochard: "The theory was that on-chain utility would create a positive fly-wheel effect of demand for holding ETH. The reality is that even if (big if) you need its chain utility, you don’t actually need to hold ETH, you can use stablecoins or wBTC. There’s no real value accrual thesis."

If you're still holding ETH, you're in denial. You watched it slide from 0.05 to 0.035. Now it's circling 0.02 and you're still hoping? That's not a strategy—that's desperation. There is no bounce. No cavalry. Just a crowd of bagholders waiting to offload on the next fool. Don’t be that fool. Everyone’s waiting to dump, just like you.

For example. Galaxy Digital deposited another 12,500 $ETH($20.28M) to Binance 10 hours ago. Galaxy Digital has deposited 37,500 $ETH($60.4M) to Binance in the past 4 days. The institutional guys that were pushing this fraud coin like the Winklevoss brothers and Novogratz (remember the Luna fiasco?!) are ejecting. If you're still holding, no one to blame but yourself.

Take the loss. Rotate to BTC.

Later, you can lie and say you always believed in Bitcoin. But right now, stop the bleeding.

You missed it. Accept that. Figure out why.

P.S. Don’t do anything stupid. It’s just money. You’ll recover. Move smarter next time.

➡️And it is not only against ETH, every other asset is bleeding against BTC because every other asset is inferior to BTC. Did you know Bitcoin's 200-week moving average never declines? It always rises. What does this suggest? 'This is the most significant chart in financial markets. It's Bitcoin - measured with a 200-week moving average (aka 4 years at a time). Zoom out, and the truth becomes crystal clear: Bitcoin has never lost purchasing power. What does this hint at? Bitcoin is the most reliable savings technology on Earth.' - Cole Walmsley

Proof: https://x.com/Cole_Walmsley/status/1912545128826142963

➡️SPAR Switzerland Pilots Bitcoin and Lightning Network Payments Zurich, Switzerland – SPAR, one of the world’s largest grocery retail chains, has launched a pilot program to accept Bitcoin and Lightning Network payments at select locations in Switzerland.

With a global presence spanning 13,900 stores across 48 countries, this move signals a significant step toward mainstream adoption of Bitcoin in everyday commerce.

➡️$110 billion VanEck proposes BitBonds for the US to buy more Bitcoin and refinance its $14 trillion debt.

➡️'A peer-reviewed study forecasts $1M Bitcoin by early 2027—and up to $5M by 2031.' -Simply Bitcoin

On the 17th of April:

➡️ Every one of these dots is flaring gas into the atmosphere and could be mining Bitcoin instead of wasting the gas and polluting the air.

https://i.ibb.co/d4WBjXTX/Gos-OHm-Nb-IAAO8-VT.jpg

Thomas Jeegers: 'Each of these flare sites is a perfect candidate for Bitcoin mining, where wasted methane can be captured, converted into electricity, and monetized on the spot. No need for new pipelines. No need for subsidies. Just turning trash into treasure. Yes, other technologies can help reduce methane emissions. But only Bitcoin mining can do it profitably, consistently, at scale, and globally. And that’s exactly why it's already happening in Texas, Alberta, Oman, Argentina, and beyond. Methane is 84x more harmful than CO₂ over 20 years. Bitcoin is not just a monetary revolution, it's an environmental one.'

➡️Bitcoin market cap dominance hits a new 4-year high.

➡️BlackRock bought $30 million #Bitcoin for its spot Bitcoin ETF.

➡️Multiple countries and sovereign wealth funds are looking to establish Strategic Bitcoin Reserves - Financial Times

Remember, Gold's market cap is up $5.5 TRILLION in 2025. That's more than 3x of the total Bitcoin market cap. Nation-state adoption of Bitcoin is poised to be a pivotal development in monetary history...eventually.

➡️'In 2015, 1 BTC bought 57 steaks. Today, 7,568. Meanwhile, $100 bought 13 steaks in 2015. Now, just 9. Stack ₿, eat more steak.' Priced in Bitcoin

https://i.ibb.co/Pz5BtZYP/Gouxzda-Xo-AASSc-M.jpg

➡️'The Math:

At $91,150 Bitcoin flips Saudi Aramco

At $109,650 Bitcoin flips Amazon

At $107,280 Bitcoin flips Google

At $156,700 Bitcoin flips Microsoft

At $170,900 Bitcoin flips Apple

At $179,680 Bitcoin flips NVIDIA

Over time #Bitcoin flips everything.' -CarlBMenger

➡️Will $1 get you more or less than 1,000 sats by the fifth Halving? Act accordingly. - The rational root Great visual: https://i.ibb.co/tPxnXnL4/Gov1s-IRWEAAEXn3.jpg

➡️Bhutan’s Bitcoin Holdings Now Worth 30% of National GDP: A Bold Move in the Bitcoin Game Theory

In a stunning display of strategic foresight, Bhutan’s Bitcoin holdings are now valued at approximately 30% of the nation’s GDP. This positions the small Himalayan kingdom as a key player in the ongoing Bitcoin game theory that is unfolding across the world. This move also places Bhutan ahead of many larger nations, drawing attention to the idea that early Bitcoin adoption is not just about financial innovation, but also about securing future economic sovereignty and proof that Bitcoin has the power to lift nations out of poverty.

Bhutan explores using its hydropower for green Bitcoin mining, aiming to boost the economy while maintaining environmental standards. Druk Holding's CEO Ujjwal Deep Dahal says hydropower-based mining effectively "offsets" fossil fuel-powered bitcoin production, per Reuters.

➡️Barry Silbert, CEO of Digital Currency Group, admits buying Coinbase was great, but just holding Bitcoin would’ve been better. Silbert told Raoul Pal he bought BTC at $7–$8 and, "Had I just held the Bitcoin, I actually would have done better than making those investments."

He also called 99.9% of tokens “worthless,” stressing most have no reason to exist.

No shit Barry!

➡️Bitcoin hashrate hits a new ATH.

https://i.ibb.co/1pDj9Ch/Gor2-Dd2ac-AAk-KC5.jpg

Bitcoin hashrate hit 1ZH/s. That’s 1,000,000,000,000,000,000,000 hashes every second. Good luck stopping that! Bitcoin mining is the most competitive and decentralized industry in the world.

➡️¥10 Billion Japanese Fashion Retailer ANAP Adds Bitcoin to Corporate Treasury Tokyo, Japan – ANAP Inc., a publicly listed Japanese fashion retailer with a market capitalization of approximately ¥10 billion, has officially announced the purchase of Bitcoin as part of its corporate treasury strategy.

“The global trend of Bitcoin becoming a reserve asset is irreversible,” ANAP stated in its announcement.

➡️El Salvador just bought more Bitcoin for their Strategic Bitcoin Reserve.

➡️Only 9.6% of Bitcoin addresses are at a loss, a rare signal showing one of the healthiest market structures ever. Despite not being at all-time highs, nearly 90% of holders are in profit, hinting at strong accumulation and potential for further upside.

On the 18th of April:

➡️Swedish company Bitcoin Treasury AB announces IPO plans, aiming to become the 'European version of MicroStrategy'. The company clearly states: "Our goal is to fully acquire Bitcoin (BTC)."

➡️Relai app (unfortunately only available with full KYC) with some great Bitcoin marketing. https://i.ibb.co/G4szrqXj/Goz-Kh-Hh-WEAEo-VQr.jpg

➡️Arizona's Bitcoin Reserve Bill (SB 1373) has passed the House Committee and is advancing to the final floor vote.

➡️Simply Bitcoin: It will take 40 years to mine the last Bitcoin. If you're a whole corner, your grandchildren will inherit the equivalent of four decades of global energy. You're not bullish enough. https://i.ibb.co/Hpz2trvr/Go1-Uiu7a-MAI2g-VS.jpg

➡️Meanwhile in Slovenia: Slovenia's Finance Ministry proposes to introduce a 25% capital gains tax on bitcoin profits.

➡️ In one of my previous Weekly Recaps I already shared some news on Breez. Now imagine a world where everyone can implement lightning apps on browsers...with the latest 'Nodeless' release Breez is another step towards bringing Bitcoin payments to every app. Stellar work!

Breez: 'Breez SDK Now Supports WASM We’re excited to announce that Nodeless supports WebAssembly (WASM), so apps can now add Bitcoin payments directly into browsers and node.js environments. Pay anyone, anywhere, on any device with the Breez SDK.

Our new Nodeless release has even more big updates → Minimum payment amounts have been significantly reduced — send from 21 sats, receive from 100. Now live in Misty Breez (iOS + Android). → Users can now pay fees with non-BTC assets like USDT. Check the release notes for all the details on the 0.8 update.'

https://github.com/breez/breez-sdk-liquid/releases/tag/0.8.0

https://bitcoinmagazine.com/takes/embed-bitcoin-into-everything-everywhere Shinobi: Bitcoin needs to be everywhere, seamlessly, embedded into everything. 

➡️Despite reaching a new all-time high of $872B, bitcoin's realized market cap monthly growth slowed to 0.9%, signaling continued risk-off sentiment, according to Glassnode.

On the 19th of April:

➡️Recently a gold bug, Jan Nieuwenhuijs (yeah he is Dutch, we are not perfect), stated the following: 'Bitcoin was created by mankind and can be destroyed by mankind. Gold cannot. It’s as simple as that.'

As a reply to a Saylor quote: 'Bitcoin has no counterparty risk. No company. No country. No creditor. No currency. No competitor. No culture. Not even chaos.'

Maybe Bitcoin can be destroyed by mankind, never say never, but what I do know is that at the moment Bitcoin is destroying gold like a manic.

https://i.ibb.co/ZR8ZB4d5/Go7d-KCqak-AA-D7-R.jpg

Oh and please do know. Gold may have the history, but Bitcoin has the scarcity. https://i.ibb.co/xt971vJc/Gp-FMy-AXQAAJzi-M.jpg

In 2013, you couldn't even buy 1 ounce of gold with 1 Bitcoin.

Then in 2017, you could buy 9 ounces of gold with 1 Bitcoin.

Today you can buy 25 ounces of gold with 1 Bitcoin.

At some point, you'll be able to buy 100 ounces of gold with 1 Bitcoin.

➡️Investment firm Abraxas Capital bought $250m Bitcoin in just 4 days.

On the 20th of April:

➡️The Bitcoin network is to be 70% powered by sustainable energy sources by 2030. https://i.ibb.co/nsqsfVY4/Go-r7-LEWo-AAt6-H2.jpg

➡️FORBES: "Converting existing assets like Fort Knox gold into bitcoin makes sense. It would be budget-neutral and an improvement since BTC does everything that gold can, but better" Go on Forbes, and say it louder for the people at the back!

On the 21st of April:

➡️Bitcoin has now recovered the full price dip from Trump's tariff announcement.

➡️Michael Saylor's STRATEGY just bought another 6,556 Bitcoin worth $555.8m. MicroStrategy now owns 2.7% of all Bitcoin in circulation. At what point do we stop celebrating Saylor stacking more?

On the same day, Metaplanet acquired 330 BTC for $28.2M, reaching 4,855 BTC in total holdings.

➡️'Northern Forum, a non-profit member organization of UNDP Climate Change Adaptation, just wrote a well-researched article on how Bitcoin mining is aiding climate objectives (stabilizing grids, aiding microgrids, stopping renewable waste)' -Daniel Batten

https://northernforum.net/how-bitcoin-mining-is-transforming-the-energy-production-game/

💸Traditional Finance / Macro:

On the 16th of April:

👉🏽The Nasdaq Composite is now on track for its 5th-largest daily point decline in history.

👉🏽'Foreign investors are dumping US stocks at a rapid pace: Investors from overseas withdrew ~$6.5 billion from US equity funds over the last week, the second-largest amount on record. Net outflows were only below the $7.5 billion seen during the March 2023 Banking Crisis. According to Apollo, foreigners own a massive $18.5 trillion of US stocks or 20% of the total US equity market. Moreover, foreign holdings of US Treasuries are at $7.2 trillion, or 30% of the total. Investors from abroad also hold 30% of the total corporate credit market, for a total of $4.6 trillion.' TKL

On the 17th of April:

👉🏽'Historically, the odds of a 10% correction are 40%, a 25% bear market 20%, and a 50% bear market 2%. That means that statistically speaking the further the market falls the more likely it is to recover. Yes, some 20% declines become 50% “super bears,” but more often than not the market has historically started to find its footing at -20%, as it appears to have done last week.' - Jurrien Timmer - Dir. of Global Macro at Fidelity

https://i.ibb.co/B2bVDLqM/Gow-Hn-PRWYAAX79z.jpg

👉🏽The S&P 500 is down 10.3% in the first 72 trading days of 2025, the 5th worst start to a year in history.

🏦Banks:

👉🏽 'Another amazing piece of reporting by Nic Carter on a truly sordid affair. Nic Carter is reporting that prominent Biden officials killed signature bank — though solvent — to expand Silvergate/SVB collapses into a national issue, allowing FDIC to invoke a “systemic risk exemption” to bail out SVB at Pelosi’s request.' - Alex Thorne

https://www.piratewires.com/p/signature-didnt-have-to-die-either-chokepoint-nic-carter

Signature, Silvergate, and SVB were attacked by Democrats to kneecap crypto and distance themselves from FTX. The chaos created unintended negative consequences. Signature was solvent but they forced a collapse to invoke powers which they used to clean up the mess they made.

🌎Macro/Geopolitics:

Every nation in the world is in debt and no one wants to say who the creditor is.

On the 14th of April:

👉🏽'US financial conditions are now their tightest since the 2020 pandemic, per ZeroHedge. Financial conditions are even tighter than during one of the most rapid Fed hike cycles of all time, in 2022. Conditions have tightened rapidly as stocks have pulled back, while credit spreads have risen. To put it differently, the availability and cost of financing for economic activity have worsened. That suggests the economy may slow even further in the upcoming months.' -TKL

👉🏽Global Repricing of Duration Risk... 'It opens the door to a global repricing of duration risk. This isn’t a blip. It’s a sovereign-level alarm bell.

"I find Japan fascinating on many levels not just its financial history. Just watch the Netflix documentary: Watch Age of Samurai: Battle for Japan 'I only discovered the other day that the Bank of Japan was the first to use Quantitative Easing. Perhaps that's when our global finance system was first broken & it's been sticking plasters ever since.' - Jane Williams

A must-read…the U.S. bond market is being driven down by Japanese selling and not because they want to…because they have to. It’s looking more and more dangerous.

BoJ lost its control over long-term bond yields. Since inflation broke out in Japan, BoJ can not suppress any longer...

EndGame Macro: "This is one of the clearest signals yet that the Bank of Japan has lost control of the long end of the curve. Japan’s 30-year yield hitting 2.845% its highest since 2004 isn’t just a local event. This has global knock-on effects: Japan is the largest foreign holder of U.S. Treasuries and a key player in the global carry trade. Rising JGB yields force Japanese institutions to repatriate capital, unwind overseas positions, and pull back on USD asset exposure adding pressure to U.S. yields and FX volatility. This spike also signals the end of the deflationary regime that underpinned global risk assets for decades. If Japan once the global anchor of low yields can’t suppress its bond market anymore, it opens the door to a global repricing of duration risk. This isn’t a blip. It’s a sovereign-level alarm bell."

https://i.ibb.co/LXsCDZMf/Gow-XGL8-Wk-AEDXg-P.jpg

You're distracted by China, but it's always been about Japan.

On the 16th of April:

👉🏽Over the last 20 years, gold has now outperformed stocks, up +620% compared to a +580% gain in the S&P 500 (dividends included). Over the last 9 months, gold has officially surged by over +$1,000/oz. Gold hit another all-time high and is now up over 27% in 2025. On pace for its best year since 1979.

https://i.ibb.co/9kZbtPVF/Goftd-OSW8-AA2a-9.png

Meanwhile, imports of physical gold have gotten so large that the Fed has released a new GDP metric. Their GDPNow tool now adjusts for gold imports. Q1 2025 GDP contraction including gold is expected to be -2.2%, and -0.1% net of gold. Gold buying is at recession levels.

👉🏽Von der Leyen: "The West as we knew it no longer exists. [..] We need another, new European Union ready to go out into the big wide world and play a very active role in shaping this new world order"

Her imperial aspirations have long been on display. Remember she was not elected.

👉🏽Fed Chair Jerome Powell says crypto is going mainstream, a legal framework for stablecoins is a good idea, and there will be loosening of bank rules on crypto.

On the 17th of April:

👉🏽The European Central Bank cuts interest rates by 25 bps for their 7th consecutive cut as tariffs threaten economic growth. ECB's focus shifted to 'downside risk to the growth outlook.' Markets price in the deposit rate will be at 1.58% in Dec, from 1.71% before the ECB's statement. Great work ECB, as inflation continues to decline and economic growth prospects worsen. Unemployment is also on the rise. Yes, the economy is doing just great!

On the same day, Turkey reversed course and hiked rates for the first time since March 2024, 350 bps move up to 46%.

👉🏽'Global investors have rarely been this bearish: A record ~50% of institutional investors intend to reduce US equity exposure, according to a Bank of America survey released Monday. Allocation to US stocks fell 13 percentage points over the last month, to a net 36% underweight, the lowest since the March 2023 Banking Crisis. Since February, investors' allocation to US equities has dropped by ~53 percentage points, marking the largest 2-month decline on record. Moreover, a record 82% of respondents are now expecting the world economy to weaken. As a result, global investor sentiment fell to just 1.8 points, the 4th-lowest reading since 2008. We have likely never seen such a rapid shift in sentiment.' -TKL

👉🏽'US large bankruptcies jumped 49 year-over-year in Q1 2025, to 188, the highest quarterly count since 2010. Even during the onset of the 2020 pandemic, the number of filings was lower at ~150. This comes after 694 large companies went bankrupt last year, the most in 14 years. The industrial sector recorded the highest number of bankruptcies in Q1 2025, at 32. This was followed by consumer discretionary and healthcare, at 24 and 13. Bankruptcies are rising.' -TKL

👉🏽DOGE‘s success is simply breathtaking.

https://i.ibb.co/zV45sYBn/Govy-G6e-XIAA8b-NI.jpg

Although it would've been worse without DOGE, nothing stops this train.

👉🏽GLD update: Custodian JPM added 4 tons, bringing their total to a new all-time high of 887 tons. JPM has added 50 tons in a month and is 163 tons from surpassing Switzerland to become the 7th largest gold holder in the world.

Now ask yourself and I quote Luke Gromen:

a) why JPM decided to become a GLD custodian after 18 years, & then in just over 2 years, shift 90%+ of GLD gold to its vaults, &;

b) why the Atlanta Fed has continued to report real GDP with- and without (~$500B of) gold imports YTD?

👉🏽Sam Callahan: After slowing the pace of QT twice—and now hinting at a potential return to QE—the Fed’s balance sheet is settling into a new higher plateau. "We’ve been very clear that this is a temporary measure...We’ll normalize the balance sheet and reduce the size of holdings...It would be quite a different matter if we were buying these assets and holding them indefinitely. It would be a monetization. We are not doing that." - Ben Bernake, Dec. 12, 2012

Temporary measures have a funny way of becoming structural features. The balance sheet didn’t ‘normalize’.. it evolved. What was once an ‘emergency’ is now a baseline. This isn’t QE or QT anymore. It’s a permanent intervention dressed as policy. Remember, 80% of all dollars were created in the last 5 years.

👉🏽Global Fiat Money Supply Is Exploding 🚨

The fiat system is on full tilt as central banks flood markets with unprecedented liquidity:

🇺🇸 U.S.: Money supply nearing new all-time highs

🇨🇳 China: At record levels

🇯🇵 Japan: Close to historic peaks

🇪🇺 EU: Printing into new ATHs https://i.ibb.co/Cp4z97Jx/Go4-Gx2-MXIAAzdi9.jpg

This isn’t growth—it’s monetary debasement. Governments aren’t solving problems; they’re papering over them with inflation.

Bitcoin doesn’t need bailouts. It doesn’t print. It doesn’t inflate.

As fiat currencies weaken under the weight of endless expansion, Bitcoin stands alone as a fixed-supply, incorruptible alternative.

👉🏽Fed Funds Rate: Market Expectations...

-May 2025: Hold

-Jun 2025: 25 bps cut to 4.00-4.25%

-July 2025: 25 bps cut to 3.75-4.00%

-Sep 2025: 25 bps cut to 3.50-3.75%

-Oct 2025: Hold

-Dec 2025: 25 bps cut to 3.25-3.50%

Anyway, shortterm fugazi....500 years of interest rates, visualized: https://i.ibb.co/84zs0yvD/Go7i7k-ZXYAAt-MRH.jpg

👉🏽'A net 49% of 164 investors with $386 billion in assets under management (AUM) believe a HARD LANDING is the most likely outcome for the world economy, according to a BofA survey. This is a MASSIVE shift in sentiment as 83% expected no recession in March.' -Global Markets Investor

👉🏽The EU’s New Role as Tax Collector: A Turning Point for Sovereignty

Beginning in 2027, a new chapter in the European Union’s influence over national life will begin. With the introduction of ETS2, the EU will extend its Emissions Trading System to include not just businesses, but private individuals as well. This means that CO₂ emissions from household gas consumption and vehicle fuel will be taxed—directly impacting the daily lives of citizens across the continent.

In practice, this shift transforms the EU into a (in)direct tax collector, without national consent, without a democratic mandate, and without the explicit approval of the people it will affect. The financial burden will be passed down through energy suppliers and fuel providers, but make no mistake: the cost will land squarely on the shoulders of European citizens, including millions of Dutch households.

This raises a fundamental question: What does sovereignty mean if a foreign or supranational entity can 'tax' your citizens? When a people are 'taxed' by a power beyond their borders—by an unelected body headquartered in Brussels—then either their nation is no longer sovereign, or that sovereignty has been surrendered or sold off by those in power.

There are only two conclusions to draw: We are living under soft occupation, with decisions made elsewhere that bind us at home. Or our sovereignty has been handed away voluntarily—a slow erosion facilitated by political elites who promised integration but delivered subordination. Either way, the more aggressively the EU enforces this trajectory, the more it reveals the futility of reforming the Union from within. The democratic deficit is not shrinking—it’s expanding. And with every new policy imposed without a national vote, the case for fundamental change grows stronger.

If Brussels continues down this path, there will come a point when only one option remains: A clean and decisive break. My view: NEXIT

Source: https://climate.ec.europa.eu/eu-action/eu-emissions-trading-system-eu-ets/ets2-buildings-road-transport-and-additional-sectors_en

For the Dutch readers:

https://www.businessinsider.nl/directe-co2-heffing-van-eu-op-gas-en-benzine-kan-huishoudens-honderden-euros-per-jaar-kosten-er-komt-ook-een-sociaal-klimaatfonds/?tid=TIDP10342314XEEB363B26CB34FB48054B929DB743E99YI5

On the 18th of April:

👉🏽'Two lost decades. Grotesque overregulation, bureaucracy, lack of innovation, and left redistribution mindset have their price. Europe is on its way to becoming an open-air museum. What a pity to watch.' -Michael A. Arouet

https://i.ibb.co/PsxdC3Kw/Goz-Ffwy-XMAAJk-Af.jpg

Looking at the chart, fun fact, the Lisbon Treaty was signed in 2007. That treaty greatly empowered the European bureaucracy. Reforms are needed in Europe, as soon as possible.

👉🏽CBP says latest tariffs have generated $500 million, well below Trump’s estimate — CNBC

Yikes! 'Probably one the biggest economic blunders in history. $500 million in 15 days means $12 billion a year in additional tax revenue. Literal trillions in wealth destroyed, interest on the debt increased, the dollar weakened, businesses wiped out all over the world, and literally every single country in the world antagonized... all for raising a yearly amount of taxes that can fund the US military budget for just 4 days. $500 million pays for exactly 37 minutes of the US budget.' - Arnaud Bertrand

YIKES!!

👉🏽Belarus to launch a "digital ruble" CBDC by the end of 2026.

On the 20th of April:

👉🏽'China’s central bank increased its gold holdings by 5 tonnes in March, posting its 5th consecutive monthly purchase. This brings total China’s gold reserves to a record 2,292 tonnes. Chinese gold holdings now reflect 6.5% of its total official reserve assets. According to Goldman Sachs, China purchased a whopping 50 tonnes of gold in February, or 10 times more than officially reported. Over the last 3 years, China's purchases of gold on the London OTC market have significantly surpassed officially reported numbers. China is accumulating gold at a rapid pace.' -TKL

On the 21st of April:

👉🏽Gold officially breaks above $3,400/oz for the first time in history. Gold funds attracted $8 BILLION in net inflows last week, the most EVER. This is more than DOUBLE the records seen during the 2020 CRISIS. Gold is up an impressive 29% year-to-date.

https://i.ibb.co/Nn7gr45q/Goq7km-PW8-AALegt.png

👉🏽I want to finish this segment and the weekly recap with a chart, a chart to think about! A chart to share with friends, family, and co-workers:

https://i.ibb.co/9xFxRrw/Gp-A3-ANWbs-AAO5nl.jpg

side note: 'Labeled periods like the "Era of Populism" (circa 2010-2020) suggest a link between growing wealth disparity and populist movements, supported by studies like those http://on.tandfonline.com, which note income inequality as a driver for populist party support in Europe due to economic insecurities and distrust in elites.'

The fiat system isn’t broken. It’s doing exactly what it was designed to do: Transfer wealth from savers to the state. This always ends in either default or debasement There’s one exit - Bitcoin.

Great thread: https://x.com/fitcoiner/status/1912932351677792703 https://i.ibb.co/84sFWW9q/Gow-Zv-SFa4-AAu2-Ag.jpg

🎁If you have made it this far I would like to give you a little gift, well in this case two gifts:

Bitcoin Nation State Adoption Paradox - A Trojan Horse with Alex Gladstein. Exploring the paradoxes of Bitcoin adoption in nation-states and its radical role in human rights, freedom, and financial sovereignty. https://youtu.be/pLIxmIMHL44

Credit: I have used multiple sources!

My savings account: Bitcoin The tool I recommend for setting up a Bitcoin savings plan: PocketBitcoin especially suited for beginners or people who want to invest in Bitcoin with an automated investment plan once a week or monthly.

Use the code SE3997

Get your Bitcoin out of exchanges. Save them on a hardware wallet, run your own node...be your own bank. Not your keys, not your coins. It's that simple. ⠀ ⠀

⠀⠀ ⠀ ⠀⠀⠀

Do you think this post is helpful to you?

If so, please share it and support my work with a zap.

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⭐ Many thanks⭐

Felipe - Bitcoin Friday!

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@ ebdee929:513adbad

Screen flicker is a subtle and often overlooked cause of eye strain that many of us deal with daily. We understand this issue firsthand and are working hard to solve it, which is why we build for a different, more caring screen technology. This guide will help you understand screen flicker, how it affects you, and why better screen technology can make a real difference.

A silent epidemic in a LED-driven world

Tired eyes and a drained mind are almost a universal feeling at the end of a work day. That is, if you work a job that requires you to be in front of a computer screen all day… which today is most of us.

Slow motion shows flicker: It's not just screens; nearly all LED environments could flicker. Reddit: PWM_Sensitive

"Digital eye strain" refers to the negative symptoms (dry eyes, blurred vision, headaches, eye fatigue, light sensitivity, neck pain, etc.) that arise from use of digital devices for a prolonged period of time. It is also known as computer vision syndrome. Numbers are hard to pin down for such a commonly occurring issue, but pre COVID (2020) researchers estimated up to 70% prevalence in modern society.

Since COVID-19, things have gotten much worse.

"Digital eye strain has been on the rise since the beginning of the COVID-19 pandemic. An augmented growth pattern has been experienced with prevalence ranging from 5 to 65% in pre-COVID-19 studies to 80–94% in the COVID-19 era. The sudden steep increase in screen and chair time has led way to other silent pandemics like digital eye strain, myopia, musculoskeletal problems, obesity, diabetes etc."

The most common cause outlined by the researchers compiling these digital eye strain reviews is excessive screen time. And they outline the reason for screen time being an issue for the following reasons:

• Technological devices being in a short field of vision
• Devices causing a reduced blink rate
• Poor ergonomics

These are certainly all reasonable causes to highlight, but from our perspective two other key potential causes of digital eye strain are missing: screen flicker and blue light.

Multiple studies show that blue light in isolation can cause mitochondrial dysfunction and oxidative stress in the retina. To learn more about blue light, its potentially harmful effects, and how to mitigate them, read our "Definitive Guide on Blue Light".

In this discussion we are going to focus on screen flicker only.

FLICKER: AN INVISIBLE ISSUE

Flicker could be one of the most underrated stressors to our biology, as it is something we are exposed to constantly due to the nature of modern lighting and screens. It is widely agreed upon by both electrical/electronic engineers and scientific researchers that light flicker can cause:

• Headaches, eye strain, blurred vision and migraines
• Aggravation of autism symptoms in children
• Photo epilepsy

This is documented in the Institute of Electrical and Electronics Engineers (IEEE) 1789 standard for best practice in LED lighting applications, amongst other scientific reviews.

The P1789 committee from IEEE identified the following major effects of flicker:

• Photo epilepsy
• Increased repetitive behaviour among people suffering from autism
• Migraine or intense paroxysmal headache
• Asthenopia (eye strain); including fatigue, blurred vision, headache and diminished sight-related task performance
• Anxiety, panic attacks
• Vertigo

Light flicker is pervasive, mainly due to the ubiquitous nature of LEDs in our modern indoor work environments. We are being exposed to light flicker constantly from both light bulb sources and the screens that we stare at all day. This is a main reason why indoor, screen based work seems so draining. The good news is that this can be avoided (from an engineering perspective).

What is flicker?

We must first understand what "flicker actually is" before we can discuss how to avoid it or how to engineer flicker free light solutions.

In its most simple form, flicker can be defined as "a rapid and repeated change in the brightness of light over time (IEEE - PAR1789)".

Flicker can be easily conceptualized when it is visible, however the flicker we are talking about in regards to modern lighting & LEDs is unfortunately invisible to the human eye…which is part of the problem.

Most humans are unable to perceive flicker in oscillation rates above 60-90Hz (60-90 cycles per second). When we can't see something, we have a much more challenging time as a species grasping its effect on how we feel. The above mentioned health effects are directly related to the invisible flicker in terms of its effects on our biology. We can't see it, but our eyes and our brains react to it.

Slow-motion footage comparing DC-1's DC Dimming versus regular PWM Dimming.

For this article, we want to focus specifically on the flicker coming from LEDs used in modern personal electronics. This type of flicker can be shown in the above video of multiple smartphones being filmed with a slow motion camera.

What causes flicker in smartphones and computers?

There are a few different characteristics of a modern electronic display that cause flicker, but the main culprit is something called "PWM dimming".

PWM (Pulse Width Modulation) is an electronics control mechanism that uses pulsed signals as the LED driver function to control the brightness of the device display.

PWM dimming has become the standard way to drive LEDs because it has specific advantages when it comes to retaining color consistency at lower brightness, and is also typically more power efficient. In a PWM dimming application, the diodes are being modulated to turn on and off very rapidly (faster than our eyes can perceive) to reduce the overall appearance of brightness of the light emission of the LEDs (aka luminance).

Brightness control in regular devices is just rapid flickering that looks steady to our eyes.

The lower the brightness setting, the longer the "off time". The "duty cycle" refers to the ratio of the LED being modulated "on" vs the total period of the cycle. Higher screen brightness setting = higher % duty cycle = more "time on" for the LED. This can be visualized in the graphic below.

PWM dimming controls brightness by quickly pulsing the backlight on and off.

PWM dimming has been chosen as the industry standard because of the intrinsic characteristics of the semiconductors in a light-emitting diode (LED) making it challenging to retain color consistency when modulating output illuminance with direct current, also known as Constant Current Reduction (CCR). CCR or "DC dimming" can utilize simpler control circuitry, but at the cost of less precision over the LED performance, especially at low brightness/luminance settings. PWM dimming can also save on overall power consumption.

DC Dimming maintains consistent light output by adjusting direct electrical current.

The downside of PWM dimming is obvious when you see the slow motion videos of the implementation in smartphone displays. The less obvious downside is that a PWM dimmed light means that we are consuming light at its peak output no matter the brightness setting. Because PWM is turning the light on/off constantly, the "ON" portion is always at peak intensity. This combined with the imbalanced light spectrum (blue heavy) can further exacerbate potential concerns of negatively affecting eye health and sleep quality.

The question we must ask then: is it more important for better LED and electronics performance, or is it more important to have screens that are not causing immense stress to our biology?

PWM Flicker on OLED screens vs LCD screens

Not all PWM flicker is created equal. The flicker frequency used for PWM dimming is directly related to how potentially stressful it can be to our eyes and brains. It is well agreed upon that the lower the frequency is, the more it can stress us out and cause eye strain. This is because at a high enough frequency, the oscillations are happening so rapidly that your brain basically perceives them as a continuous signal.

The "risk factor" of flicker is also dependent on the modulation % (similar to duty cycle) of the flicker as well, but since we all use our devices across different brightness settings and modulation % 's, it is best to focus on the frequency as the independent variable in our control.

Left: Non-PWM Flicker Device | Right: PWM Dimming Device. Nick Sutrich YouTube

Up to and including the iPhone 11, liquid crystal displays (LCD) were the standard for smartphones. A big switch was made to OLED display technology and the tech giants have never looked back. When it comes to PWM dimming frequency, there was a big shift when this swap occurred:

• Most LCD display use a PWM frequency of 1000Hz+ or no PWM at all.
• Nearly all OLED smartphone use a PWM frequency of 240Hz or 480Hz.

THE HEALTH RISK OF FLICKERING DEVICES

So why don't OLED screens use higher PWM frequencies? Because of the nature of OLEDs being controlled as singular pixels, they need the lower PWM frequency to maintain that extremely precise color consistency at low brightness settings. This is of course why they use PWM in the first place.

According to the IEEE1789 flicker risk chart for negative health effects, a 480Hz PWM smartphone (iPhone 15 Pro) would be high risk at any level above 40% modulation and a 240Hz PWM phone (Google Pixel 7) would be high risk above 20%. Whereas a phone that used 1000Hz-2000Hz PWM frequency (Nothing, Xiaomi 15) would only be "low risk".

• California law (Title 24), requires that LEDs used in certain applications have a "reduced flicker operation," meaning the percent amplitude modulation (flicker) must be less than 30% at frequencies below 200 Hz → The Google Pixel 7, Galaxy S23 and many iPhones operate at 240Hz and and 60-95% flicker...just above the legal limit!
• The report that recommended these levels states that: "Excessive flicker, even imperceptible flicker, can have deleterious health effects, and lesser amounts can be annoying or impact productivity."

For PWM frequencies above 3000Hz, there is "no risk" according to IEEE1789. If you have ever felt that staring at your iPhone is far more "straining on the eyes" compared to your MacBook, the PWM flicker is likely a large reason for that (alongside the size of the display itself and distance held from the eyes)...because MacBooks have an LCD display and a PWM flicker frequency of 10-20kHz. At that PWM frequency, your brain is perceiving the oscillating light as a continuous signal.

Other causes of flicker

Although PWM dimming is widely agreed upon as the main cause of light flicker in modern consumer electronics displays, it is not the only cause. There are two other potential causes of light flicker we are aware of:

TEMPORAL DITHERING (AKA FRAME RATE CONTROL)

• "Pixel" dithering is a technique used to produce more colors than what a display's panel is capable of by rapidly changing between two different pixel colors. This technique unlocks a tremendous amount of more color possibilities - for example showing colors with 10 bit color depth results in billions of colors vs an 8 bit color depth results in millions of colors. Temporal dithering helps bridge the gap for 8 bit color depth displays.
• OLED displays are more likely to have better (10-bit) color depth vs LCD displays but use of temporal dithering can certainly vary across display technologies.
• Temporal dithering example (video)

AMORPHOUS SILICON (A-SI) THIN FILM TRANSISTOR (TFT) BACKPLANES

• Most commercial displays use a-Si TFT semiconductor technology in their backplanes of their LCD panels.
• This technology works well, but can have a high amount of photo-induced leakage current under back light illumination conditions, which can cause non uniformity of the light output and flicker.
• In simple language, the standard a-Si transistors are less "efficient" in a backlight application…which can lead to inconsistent light output and thus flicker.

The Daylight Computer: 100% Flicker Free

The DC-1 was designed and built purposefully to be flicker free. We wanted to provide a solution both for those suffering with severe eye strain and also to prevent negative optical and cognitive repercussions of flicker for any end consumer.

### HOW THE DC-1 ACHIEVES A FLICKER FREE DISPLAY:

• Using DC dimming instead of PWM dimming
• The most deliberate change made in our electrical design was centered around using a DC/CCR LED driver (aka Constant Current Reduction) instead of a PWM driver. This means that there is no pulsed circuit control around our LED backlight, and therefore no flicker from PWM lightning control.
• Has zero temporal dithering, as is a monochrome display
• The benefit of being black and white is there is no need to have intense pixel switching to create the mirage of billions of different color combinations.
• Uses Indium Gallium Zinc Oxide (IGZO) TFT Technology
• New semiconductor technology that provides better and more efficient performance vs a-Si TFT panels. Results in no flicker at the transistor level.
• Verified by light experts to be flicker free
• "Flicker testing yielded a perfect result using my highly sensitive audio-based flicker meter and the photodiode based FFT testing method: not even a trace of light modulation could be demonstrated with both methods!" — Dr. Alexander Wunsch (M.D., P.hD), Light Scientist

This commitment to a flicker-free experience isn't just theoretical; it's changing lives. We're incredibly moved by stories from users like Tiffany and Juan Diego, who found relief and regained possibilities with the DC-1:

For someone with eye disability, the DC-1 is a dream device. The display is so soft and smooth on my eyes that I was able to take my life back off of hold and return to medical school after a multi year absence.

— Tiffany Yang, Medical student

It took a couple of weeks to transition all my work screen time to the DC-1, but when I did, my eye strain completely went away. Plus, it let me work outside on my terrace.

— Juan Diego

Our eye-strain pilot study

Here at Daylight, we are all about proof of work. That is why we have already kicked off an initial pilot study to see if the DC-1 is actually more "eye friendly" than standard consumer electronic devices…specifically for those suffering from severe digital eye strain.

We have partnered with Dr. Michael Destefano, a neuro-optometrist at the Visual Symptoms Treatment Center in Illinois, to coordinate this pilot study.

MORE PARTICIPANTS NEEDED

Do you suffer from severe digital eye strain, computer vision syndrome, or visual snow syndrome? If you are interested in trying a DC-1 for 30 days as part of the Eye Strain Pilot Study, please send an email to drdestefanoOD@gmail.com with a background on your visual affliction.

Our favorite ways to reduce digital eye strain

Cutting screen time is not always possible, so here are some options that can help:

• Use DC dimming devices whenever possible
• Try minimizing screen time on your smartphone, utilizing a PWM laptop instead
• Try switching to an LCD smartphone or OLED smartphone with a high PWM frequency
• Turn "White Point" mode ON on your smartphone to increase the duty cycle and reduce the PWM dimming effect

Dive deeper with our curated resources

RESEARCH

#### Potential Biological and Ecological Effects of Flickering Artificial Light - PMC

Research shows that animals can detect flicker in common lighting that humans cannot see, which may affect their behavior and well-being in ways we had not considered.

Light Emitting Diode Lighting Flicker, its Impact on Health and the Need to Minimise it

The existing technologies in Light Emitting Diode (LED) lighting sometimes cause flicker at frequencies that may have adverse health effects.

Digital Eye Strain- A Comprehensive Review

A comprehensive review of digital eye strain, its prevalence, risk factors, and management strategies in the modern digital era.

VIDEO

Nick Sutrich (Youtube) - Screen PWM Testing and Reviews

YouTube channel dedicated to testing and reviewing screens for PWM flicker, helping users find flicker-free displays.

WEBSITE

Eye Phone Review - Screen Health Reviews

Independent reviews focusing on smartphone displays and their impact on eye health, including PWM measurements and flicker analysis.

RESEARCH

Flicker Measurement NEMA77 and IEEE1789 White Paper

Technical white paper from Signify discussing flicker measurement standards and their implications for LED lighting and displays.

@ 6e64b83c:94102ee8

How to Import and Export Your Nostr Notes

This guide will help you import your notes from various Nostr relays and export them into your own relay. This is particularly useful when you want to ensure your content is backed up or when you're setting up your own relay.

Prerequisite

Your own Nostr relay (if you don't have one, check out Part 1: How to Run Your Own Nostr Relay)

Installing nak

nak is a command-line tool that helps you interact with Nostr relays. Here's how to install it:

For Windows Users

1. Visit the nak releases page
2. Download the latest nak-windows-amd64.exe
3. Rename it to nak.exe
4. Move it to a directory in your PATH or use it from its current location

For macOS Users

1. Visit the nak releases page
2. Download the latest nak-darwin-amd64
3. Open Terminal and run: bash chmod +x nak-darwin-amd64 sudo mv nak-darwin-amd64 /usr/local/bin/nak

For Linux Users

1. Visit the nak releases page
2. Download the latest nak-linux-amd64
3. Open Terminal and run: bash chmod +x nak-linux-amd64 sudo mv nak-linux-amd64 /usr/local/bin/nak

Getting Your Public Key in Hex Format

Before downloading your notes, you need to convert your npub (public key) to its hex format. If you have your npub, run:

bash nak decode npub1YOUR_NPUB_HERE

This will output your public key in hex format, which you'll need for the next steps.

Downloading Your Notes

To download your notes, you'll need your public key in hex format and a list of reliable relays. Here are some popular relays you can use:

• wss://eden.nostr.land/
• wss://nos.lol/
• wss://nostr.bitcoiner.social/
• wss://nostr.mom/
• wss://relay.primal.net/
• wss://relay.damus.io/
• wss://relay.nostr.band/
• wss://relay.snort.social/

Note: You should check your Nostr client's settings to find additional relays where your notes are published. Add these to the list above.

Important Event Kinds

Here are some important event kinds you might want to filter for:

• 0: User Metadata (profile information)
• 1: Short Text Notes
• 3: Follow List
• 4: Encrypted Direct Messages

Get the full list from: https://nips.nostr.com/#event-kinds

Downloading with Event Kind Filters

To download your notes with specific event kinds, use the -k flag followed by the kind number, use multiple if you need to. For example, to download your profile, short notes, follow list, and direct messages:

bash nak req -a YOUR_HEX_PUBKEY -k 0 -k 1 -k 3 -k 4 wss://eden.nostr.land/ wss://nos.lol/ wss://nostr.bitcoiner.social/ wss://nostr.mom/ wss://relay.primal.net/ wss://relay.damus.io/ wss://relay.nostr.band/ wss://relay.snort.social/ > events_filtered.json

Or to download all your content, just don't provide any k flag:

bash nak req -a YOUR_HEX_PUBKEY wss://eden.nostr.land/ wss://nos.lol/ wss://nostr.bitcoiner.social/ wss://nostr.mom/ wss://relay.primal.net/ wss://relay.damus.io/ wss://relay.nostr.band/ wss://relay.snort.social/ > events.json

This will create a file containing all your notes in JSON Lines format.

Uploading Your Notes to Your Relay

Once you have your events.json or events_filtered.json file, you can upload it to your own relay. Replace YOUR_RELAY with your relay's WebSocket URL (e.g., wss://my-relay.nostrize.me).

bash nak event YOUR_RELAY < events.json

Important Notes: 1. Make sure your relay is running and accessible 2. The upload process might take some time depending on how many notes you have 3. You can verify the upload by querying your relay for your notes

Verifying the Upload

To verify that your notes were successfully uploaded to your relay, run:

bash nak req -a YOUR_HEX_PUBKEY YOUR_RELAY

This should return the same notes that were in your events.json file.

Troubleshooting

If you encounter any issues:

1. Make sure your relay is running and accessible
2. Check that you're using the correct public key
3. Verify that the relays in your download list are working
4. Ensure you have proper permissions to write to your relay

Next Steps

• Remember to regularly backup your notes to ensure you don't lose any content.
• If you want to keep your friends' notes as well, add npubs that you want to import into your relay's settings (for Citrine it is "Accept events signed by" list), and run the commands for their pubkeys.

@ a296b972:e5a7a2e8

Aus der Ferne sieht man nur ein Gefängnis aus Beton. Doch wenn man näher herankommt, sieht man, dass die Mauern schon sehr brüchig sind und das Regenwasser mit jedem Schauer tiefer in das Gemäuer eindringt. Da bleibt es. Bis die Temperaturen unter Null gehen und das Wasser gefriert. Jetzt entfaltet das Eis seine physikalische Kraft, es rückt dem Beton zu leibe, es dehnt sich aus und sprengt ihn.

Das geht nun schon fünf Jahre so. Fünf Jahre immer wieder Regen, abwechselnd mit Frost und Eis. Die Risse werden größer, der Beton immer morscher. So lange, bis die Mauern ihre Tragfähigkeit verlieren und einstürzen.

Was soll das? Fängt da einer an zu spinnen? Wozu diese Metapher?

Hätte man zu Anfang gleich geschrieben: Wir, die kritischen Menschen, die sich der Wahrheit verpflichtet haben, sitzen in unserer Blase wie in einem Gefängnis und erreichen die da draußen nicht. Da hätten sicher viele gesagt: Oh, da will aber jemand die Opferrolle in vollen Zügen auskosten. Nee, nee, wir sind keine Opfer, wir sind Täter. Wir sammeln und bewahren die ständig neu dazukommenden Erkenntnisse der Wissenschaft und politischen Lügereien. Wir lernen Bücher auswendig, bevor die Feuerwehr kommt und sie verbrennt.

„Fahrenheit 451“

https://www.youtube.com/watch?v=P3Kx-uiP0bY

https://www.youtube.com/watch?v=TsNMxUSCKWo

„Das Haus ist für unbewohnbar erklärt worden und muss verbrannt werden.“

So primitiv geht man heute nicht mehr vor. Heute stehen die Feuerwehrmänner und ihre Erfüllungsgehilfen um 6 Uhr morgens im Türrahmen, nehmen Mobiltelefon und Laptop mit, betreiben De-Banking und vernichten die wirtschaftliche Existenz.

Und ja, es gibt Tage, da fühlt man sich trotzdem wie im Informationsgefängnis. Das hängt von der Tageskondition ab. Der öffentlich-rechtliche Rundfunk ist die Gefängnisküche. Zubereitet werden fade Speisen mit sich ständig wiederholenden Zutaten. Heraus kommt ein Gericht, eine Pampe, wie die tagesschau. LAAAANGWEILIG!

Man glaubt, Informationen und kritische Äußerungen gegenüber dem Mainstream-Einheitsbrei bleiben in den Gefängnismauern, der Blase, schaffen es nicht über die Mauer nach draußen, in die vermeintliche Freiheit. Neue Erkenntnisse werden nur innerhalb der Mauern weitergegeben. Ein neuer Kanal, steigende Abonnenten. Doch wer sind die? Welche von da draußen, in der sogenannten Freiheit, oder doch wieder immer dieselben üblichen Verdächtigen? Die da draußen haben uns doch schon längst geblockt oder gleich gelöscht. Mit Gedankenverbrechern will man nichts zu tun haben.

Hallo, ihr da draußen: Wir sind unschuldig. Unser einziges Verbrechen ist, dass wir Informationen verbreiten, die euch da draußen nicht gefallen, weil sie euch nicht in den Kram passen. Für euch sind wir eine Bedrohung, weil diese Informationen auf euch weltbilderschütternd wirken. Wir sprechen das aus, was viele sich nicht einmal trauen zu denken. Ihr habt Angst vor der Freiheit. Nicht wir sitzen ein, sondern ihr. In einem Freiluft-Gefängnis. Wir decken die Lügen auf, die da draußen, außerhalb der Mauern verbreitet werden. Wir sind nicht die Erfinder der Lügen, sondern nur die Überbringer der schlechten Botschaften.

Es ist leichter Menschen zu lieben, von denen man belogen wird, als Menschen zu lieben, die einem sagen, dass man belogen wird.

Mit aller Kraft wird versucht, die Menschen in Einzelhaft zu setzen. In der Summe ist das die gesellschaftliche Spaltung. Gleichzeitig wird an den Zusammenhalt appelliert, obwohl man genau das Gegenteil davon vorantreibt.

Es geht auch nicht um Mitleid. Es geht um das Verdeutlichen der vorhandenen medialen Axt, mit der ganze Nationen in zwei Teile zerhackt werden. Auf politischer Ebene wird viel dafür getan, dass sich das auch ja nicht ändert. Ein Volk in Angst ist gut zu regieren. Teile und herrsche. Die Sprüche können wir alle schon rückwärts auf der Blockflöte pfeifen.

An den vier Ecken des Informations-Gefängnisses stehen Wachtürme, mit Wärtern, ausgebildet vom DSA, vom Digital Services Act, finanziert vom Wahrheitsministerium, dass ständig aktualisierend darüber befindet, was heute gerade aktuell als „Hass und Hetze“ en vogue ist. Es kommt eben immer darauf an, wer diese Begriffe aus der bisher dunkelsten Zeit in der deutschen Geschichte benutzt. Das hatten wir alles schon einmal. Das brauchen wir nicht mehr!

Schon in der Bibel steht das Gebot: Du sollst nicht lügen. Da steht nicht: Lügen verboten! Das Titelbild gehört leider auch zur deutschen Vergangenheit. Ist es jetzt schon verboten, darauf hinzuweisen, dass sich so etwas nicht wiederholen darf? Und in einer Demokratie, die eine sein will, schon gar nicht. Eine Demokratie, die keine ist, wenn die Meinungsfreiheit beschnitten wird und selbsternannte Experten meinen darüber entscheiden zu müssen, was als wahr und was als Lüge einzustufen ist. Die Vorgabe von Meinungs-Korridoren delegitimieren das Recht, seine Meinung frei äußern zu dürfen. In einer funktionierenden Demokratie dürfte sogar gelogen werden. Jedem, der noch zwei gesunde Gehirnzellen im Kopf hat, sollte doch klar sein, dass all das erbärmliche Versuche sind, sich mit allen Mitteln an der Macht festzuklammern.

Noch einmal zurück zur anfänglichen Metapher. So lange wir leben, befinden wir uns in einem fließenden Prozess. Nichts ist in Stein gemeißelt, nichts hält für immer. Betrachtet man die jüngste Vergangenheit als einen lebendigen Prozess, der noch nicht abgeschlossen ist, der sich ständig weiterentwickelt, dann ist all dieser Wahnsinn der Regen, der bei Frost zu Eis wird und die Mauer immer maroder macht. Die Temperaturen gehen wieder über Null, das Eis taut auf, das Wasser versickert, der nächste Regen, der nächste Frost. Alles neigt dazu kaputt zu gehen.

Wir brauchen eigentlich nur zu warten, während wir fleißig weiter Erkenntnisse sammeln und dabei zusehen, wie ein Frost nach dem anderen, in Form von immer neuen und weiteren Informationen, die all die Lügen zu Corona und den aktuellen Kriegen in der Welt, die Gefängnismauer früher oder später zum Einsturz bringen wird. Und das ist wirklich so sicher, wie das Amen in der Kirche. Die Wahrheit hat immer gesiegt!

Und wenn der Damm erst einmal gebrochen ist, das Wasser schwappt bereits über die Staumauer, dann wird sich die Wahrheit wie ein Sturzbach über die Menschen ergießen. Manche wird sie mitreißen, Schicksal, wir haben genug Rettungsboote ausgesetzt in den letzten Jahren.

Spricht so ein pessimistischer Optimist mit realistischen Tendenzen?

Ihr da draußen, macht nur so weiter. Immer mehr von demselben, und fleißig weiter wundern, dass nichts anderes dabei herauskommt. Überall ist bereits euer eigenes Sägen zu hören, an dem Ast, auf dem ihr selber sitzt. Mit verschränkten Armen, leichtgeneigtem Kopf und einem Schmunzeln auf den Lippen schauen wir dabei zu und fragen uns, wie lange der Ast wohl noch halten wird und wann es kracht. Wir können warten!

Dieser Artikel wurde mit dem Pareto-Client geschrieben

* *

(Bild von pixabay)

@ df478568:2a951e67

If you've made one single-sig bitcoin wallet, you've made then all. The idea is, write down 12 or 24 magic words. Make your wallet disappear by dropping your phone in the toilet. Repeat the 12 magic words and do some hocus-pocus. Your sats re-appear from realms unknown. Or...Each word represents a 4 digit number from 0000-2047. I say it's magic.

I've recommended many wallets over the years. It's difficult to find the perfect wallet because there are so many with different security tailored for different threat models. You don't need Anchorwatch level of security for 1000 sats. 12 words is good enough. Misty Breez is like Aqua Wallet because the sats get swapped to Liquid in a similar way with a couple differences.

1. Misty Breez has no stableshitcoin¹ support.
2. Misty Breez gives you a lightning address. Misty Breez Lightning Wallet.

That's a big deal. That's what I need to orange pill the man on the corner selling tamales out of his van. Bitcoin is for everybody, at least anybody who can write 12 words down. A few years ago, almost nobody, not even many bitcoiners had a lightning address. Now Misty Breez makes it easy for anyone with a 5th grade reading level to start using lightning addresses. The tamale guy can send sats back home with as many tariffs as a tweet without leaving his truck.

How Misty Breez Works

Back in the day, I drooled over every word Elizabeth Stark at lightning labs uttered. I still believed in shitcoins at the time. Stark said atomic swaps can be made over the lightning network. Litecoin, since it also adopted the lightning network, can be swapped with bitcoin and vice-versa. I thought this was a good idea because it solves the coincidence of wants. I could technically have a sign on my website that says, "shitcoin accepted here" and automatically convert all my shitcoins to sats.

I don't do that because I now know there is no reason to think any shitcoin will go up in value over the long-term for various reasons. Technically, cashu is a shitcoin. Technically, Liquid is a shitcoin. Technically, I am not a card carrying bitcoin maxi because of this. I use these shitcoins because I find them useful. I consider them to be honest shitcoins(term stolen from NVK²).

Breeze does ~atomic swaps~~ peer swaps between bitcoin and Liquid. The sender sends sats. The receiver turns those sats into Liquid Bitcoin(L-BTC). This L-BTC is backed by bitcoin, therefore Liquid is a full reserve bank in many ways. That's why it molds into my ethical framework. I originally became interested in bitcoin because I thought fractional reserve banking was a scam and bitcoin was(and is) the most viable alternative to this scam.

Sats sent to Misty Breez wallet are pretty secure. It does not offer perfect security. There is no perfect security. Even though on-chain bitcoin is the most pristine example of cybersecurity on the planet, it still has risk. Just ask the guy who is digging up a landfill to find his bitcoin. I have found most noobs lose keys to bitcoin you give them. Very few take the time to keep it safe because they don't understand bitcoin well enough to know it will go up forever Laura.

She writes 12 words down with a reluctant bored look on her face. Wam. Bam. Thank you m'am. Might as well consider it a donation to the network because that index card will be buried in a pile of future trash in no time. Here's a tiny violin playing for the pre-coiners who lost sats.

"Lost coins only make everyone else's coins worth slightly more. Think of it as a donation to everyone." --Sathoshi Nakamoto, BitcoinTalk --June 21, 2010

The same thing will happen with the Misty Wallet. The 12 words will be written down my someone bored and unfulfilled woman working at NPC-Mart, but her phone buzzes in her pocket the next day. She recieved a new payment. Then you share the address on nostr and five people send her sats for no reason at all. They say everyone requires three touch points. Setting up a pre-coiner with a wallet which has a lightning address will allow you to send her as many touch points as you want. You could even send 21 sats per day for 21 days using Zap Planner. That way bitcoin is not just an "investment," but something people can see in action like a lion in the jungle chasing a gazelle.

Make Multiple Orange Pill Touch Points With Misty The Breez Lightning Address

It's no longer just a one-night stand. It's a relationship. You can softly send her sats seven days a week like a Rabbit Hole recap listening freak. Show people how to use bitcoin as it was meant to be used: Peer to Peer electronic cash. Misty wallet is still beta software so be careful because lightning is still in the w reckless days. Don't risk more sats that you are willing to lose with it just yet, but consider learning how to use it so you can teach others after the wallet is battle tested. I had trouble sending sats to my lightning address today from Phoenix wallet. Hopefully that gets resovled, but I couldn't use it today for whatever reason. I still think it's an awesome idea and will follow this project because I think it has potential.

npub1marc26z8nh3xkj5rcx7ufkatvx6ueqhp5vfw9v5teq26z254renshtf3g0

¹ Stablecoins are shitcoins, but I admit they are not totally useless, but the underlying asset is the epitome of money printer go brrrrrr. ²NVK called cashu an honeset shitcoin on the Bitcoin.review podcast and I've used the term ever sense.

@ 6e64b83c:94102ee8

How to Run Your Own Nostr Relay on Android with Cloudflare Domain

Prerequisites

1. Install Citrine on your Android device:
2. Visit https://github.com/greenart7c3/Citrine/releases
3. Download the latest release using:
   • zap.store
   • Obtainium
   • F-Droid
   • Or download the APK directly

4. Note: You may need to enable "Install from Unknown Sources" in your Android settings

5. Domain Requirements:

6. Purchase a domain if you don't have one

7. Transfer your domain to Cloudflare if it's not already there (for free SSL certificates and cloudflared support)

8. Tools to use:

9. nak (the nostr army knife):
   • Download from https://github.com/fiatjaf/nak/releases
   • Installation steps:

   • For Linux/macOS: ```bash # Download the appropriate version for your system wget https://github.com/fiatjaf/nak/releases/latest/download/nak-linux-amd64 # for Linux # or wget https://github.com/fiatjaf/nak/releases/latest/download/nak-darwin-amd64 # for macOS

     # Make it executable chmod +x nak-*

     # Move to a directory in your PATH sudo mv nak-* /usr/local/bin/nak - For Windows:batch # Download the Windows version curl -L -o nak.exe https://github.com/fiatjaf/nak/releases/latest/download/nak-windows-amd64.exe

     # Move to a directory in your PATH (e.g., C:\Windows) move nak.exe C:\Windows\nak.exe - Verify installation:bash nak --version ```

Setting Up Citrine

1. Open the Citrine app
2. Start the server
3. You'll see it running on ws://127.0.0.1:4869 (local network only)
4. Go to settings and paste your npub into "Accept events signed by" inbox and press the + button. This prevents others from publishing events to your personal relay.

Installing Required Tools

1. Install Termux from Google Play Store
2. Open Termux and run:

bash pkg update && pkg install wget wget https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-arm64.deb dpkg -i cloudflared-linux-arm64.deb

Cloudflare Authentication

1. Run the authentication command: bash cloudflared tunnel login
2. Follow the instructions:
3. Copy the provided URL to your browser
4. Log in to your Cloudflare account
5. If the URL expires, copy it again after logging in

Creating the Tunnel

1. Create a new tunnel: bash cloudflared tunnel create <TUNNEL_NAME>
2. Choose any name you prefer for your tunnel

3. Copy the tunnel ID after creating the tunnel

4. Create and configure the tunnel config: bash touch ~/.cloudflared/config.yml nano ~/.cloudflared/config.yml

5. Add this configuration (replace the placeholders with your values): ```yaml tunnel: credentials-file: /data/data/com.termux/files/home/.cloudflared/.json ingress:

6. hostname: nostr.yourdomain.com service: ws://localhost:4869
7. service: http_status:404 ```
8. Note: In nano editor:
   • CTRL+O and Enter to save
   • CTRL+X to exit

9. Note: Check the credentials file path in the logs

10. Validate your configuration: bash cloudflared tunnel validate

11. Start the tunnel: bash cloudflared tunnel run my-relay

Preventing Android from Killing the Tunnel

Run these commands to maintain tunnel stability: bash date && apt install termux-tools && termux-setup-storage && termux-wake-lock echo "nameserver 1.1.1.1" > $PREFIX/etc/resolv.conf

Tip: You can open multiple Termux sessions by swiping from the left edge of the screen while keeping your tunnel process running.

Updating Your Outbox Model Relays

Once your relay is running and accessible via your domain, you'll want to update your relay list in the Nostr network. This ensures other clients know about your relay and can connect to it.

Decoding npub (Public Key)

Private keys (nsec) and public keys (npub) are encoded in bech32 format, which includes: - A prefix (like nsec1, npub1 etc.) - The encoded data - A checksum

This format makes keys: - Easy to distinguish - Hard to copy incorrectly

However, most tools require these keys in hexadecimal (hex) format.

To decode an npub string to its hex format:

bash nak decode nostr:npub1dejts0qlva8mqzjlrxqkc2tmvs2t7elszky5upxaf3jha9qs9m5q605uc4

Change it with your own npub.

bash { "pubkey": "6e64b83c1f674fb00a5f19816c297b6414bf67f015894e04dd4c657e94102ee8" }

Copy the pubkey value in quotes.

Create a kind 10002 event with your relay list:

• Include your new relay with write permissions
• Include other relays you want to read from and write to, omit 3rd parameter to make it both read and write

Example format:

json { "kind": 10002, "tags": [ ["r", "wss://your-relay-domain.com", "write"], ["r", "wss://eden.nostr.land/"], ["r", "wss://nos.lol/"], ["r", "wss://nostr.bitcoiner.social/"], ["r", "wss://nostr.mom/"], ["r", "wss://relay.primal.net/"], ["r", "wss://nostr.wine/", "read"], ["r", "wss://relay.damus.io/"], ["r", "wss://relay.nostr.band/"], ["r", "wss://relay.snort.social/"] ], "content": "" }

Save it to a file called event.json

Note: Add or remove any relays you want. To check your existing 10002 relays: - Visit https://nostr.band/?q=by%3Anpub1dejts0qlva8mqzjlrxqkc2tmvs2t7elszky5upxaf3jha9qs9m5q605uc4+++kind%3A10002 - nostr.band is an indexing service, it probably has your relay list. - Replace npub1xxx in the URL with your own npub - Click "VIEW JSON" from the menu to see the raw event - Or use the nak tool if you know the relays bash nak req -k 10002 -a <your-pubkey> wss://relay1.com wss://relay2.com

Replace `<your-pubkey>` with your public key in hex format (you can get it using `nak decode <your-npub>`)

1. Sign and publish the event:
2. Use a Nostr client that supports kind 10002 events
3. Or use the nak command-line tool: bash nak event --sec ncryptsec1... wss://relay1.com wss://relay2.com $(cat event.json)

Important Security Notes: 1. Never share your nsec (private key) with anyone 2. Consider using NIP-49 encrypted keys for better security 3. Never paste your nsec or private key into the terminal. The command will be saved in your shell history, exposing your private key. To clear the command history: - For bash: use history -c - For zsh: use fc -W to write history to file, then fc -p to read it back - Or manually edit your shell history file (e.g., ~/.zsh_history or ~/.bash_history) 4. if you're using zsh, use fc -p to prevent the next command from being saved to history 5. Or temporarily disable history before running sensitive commands:

bash unset HISTFILE nak key encrypt ... set HISTFILE

How to securely create NIP-49 encypted private key

```bash

Read your private key (input will be hidden)

read -s SECRET

Read your password (input will be hidden)

read -s PASSWORD

encrypt command

echo "$SECRET" | nak key encrypt "$PASSWORD"

copy and paste the ncryptsec1 text from the output

read -s ENCRYPTED nak key decrypt "$ENCRYPTED"

clear variables from memory

unset SECRET PASSWORD ENCRYPTED ```

On a Windows command line, to read from stdin and use the variables in nak commands, you can use a combination of set /p to read input and then use those variables in your command. Here's an example:

```bash @echo off set /p "SECRET=Enter your secret key: " set /p "PASSWORD=Enter your password: "

echo %SECRET%| nak key encrypt %PASSWORD%

:: Clear the sensitive variables set "SECRET=" set "PASSWORD=" ```

If your key starts with ncryptsec1, the nak tool will securely prompt you for a password when using the --sec parameter, unless the command is used with a pipe < > or |.

bash nak event --sec ncryptsec1... wss://relay1.com wss://relay2.com $(cat event.json)

1. Verify the event was published:
2. Check if your relay list is visible on other relays

3. Use the nak tool to fetch your kind 10002 events: bash nak req -k 10002 -a <your-pubkey> wss://relay1.com wss://relay2.com

4. Testing your relay:

5. Try connecting to your relay using different Nostr clients
6. Verify you can both read from and write to your relay
7. Check if events are being properly stored and retrieved
8. Tip: Use multiple Nostr clients to test different aspects of your relay

Note: If anyone in the community has a more efficient method of doing things like updating outbox relays, please share your insights in the comments. Your expertise would be greatly appreciated!

@ d34e832d:383f78d0

A Look into Traffic Analysis and What WebSocket Patterns Reveal at the Network Level

While WebSocket encryption (typically via WSS) is essential for protecting data in transit, traffic analysis remains a potent method of uncovering behavioral patterns, data structure inference, and protocol usage—even when payloads are unreadable. This idea investigates the visibility of encrypted WebSocket communications using Wireshark and similar packet inspection tools. We explore what metadata remains visible, how traffic flow can be modeled, and what risks and opportunities exist for developers, penetration testers, and network analysts. The study concludes by discussing mitigation strategies and the implications for privacy, application security, and protocol design.

Consider

In the age of real-time web applications, WebSockets have emerged as a powerful protocol enabling low-latency, bidirectional communication. From collaborative tools and chat applications to financial trading platforms and IoT dashboards, WebSockets have become foundational for interactive user experiences.

However, encryption via WSS (WebSocket Secure, running over TLS) gives developers and users a sense of security. The payload may be unreadable, but what about the rest of the connection? Can patterns, metadata, and traffic characteristics still leak critical information?

This thesis seeks to answer those questions by leveraging Wireshark, the de facto tool for packet inspection, and exploring the world of traffic analysis at the network level.

Background and Related Work

The WebSocket Protocol

Defined in RFC 6455, WebSocket operates over TCP and provides a persistent, full-duplex connection. The protocol upgrades an HTTP connection, then communicates through a simple frame-based structure.

Encryption with WSS

WSS connections use TLS (usually on port 443), making them indistinguishable from HTTPS traffic at the packet level. Payloads are encrypted, but metadata such as IP addresses, timing, packet size, and connection duration remain visible.

Traffic Analysis

Traffic analysis—despite encryption—has long been a technique used in network forensics, surveillance, and malware detection. Prior studies have shown that encrypted protocols like HTTPS, TLS, and SSH still reveal behavioral information through patterns.

Methodology

Tools Used:

• Wireshark (latest stable version)
• TLS decryption with local keys (when permitted)
• Simulated and real-world WebSocket apps (chat, games, IoT dashboards)
• Scripts to generate traffic patterns (Python using websockets and aiohttp)

Test Environments:

• Controlled LAN environments with known server and client
• Live observation of open-source WebSocket platforms (e.g., Matrix clients)

Data Points Captured:

• Packet timing and size
• TLS handshake details
• IP/TCP headers
• Frame burst patterns
• Message rate and directionality

Findings

1. Metadata Leaks

Even without payload access, the following data is visible: - Source/destination IP - Port numbers (typically 443) - Server certificate info - Packet sizes and intervals - TLS handshake fingerprinting (e.g., JA3 hashes)

2. Behavioral Patterns

• Chat apps show consistent message frequency and short message sizes.
• Multiplayer games exhibit rapid bursts of small packets.
• IoT devices often maintain idle connections with periodic keepalives.
• Typing indicators, heartbeats, or "ping/pong" mechanisms are visible even under encryption.

3. Timing and Packet Size Fingerprinting

Even encrypted payloads can be fingerprinted by: - Regularity in payload size (e.g., 92 bytes every 15s) - Distinct bidirectional patterns (e.g., send/ack/send per user action) - TLS record sizes which may indirectly hint at message length

Side-Channel Risks in Encrypted WebSocket Communication

Although WebSocket payloads transmitted over WSS (WebSocket Secure) are encrypted, they remain susceptible to side-channel analysis, a class of attacks that exploit observable characteristics of the communication channel rather than its content.

Side-Channel Risks Include:

1. User Behavior Inference
Adversaries can analyze packet timing and frequency to infer user behavior. For example, typing indicators in chat applications often trigger short, regular packets. Even without payload visibility, a passive observer may identify when a user is typing, idle, or has closed the application. Session duration, message frequency, and bursts of activity can be linked to specific user actions.

2. Application Fingerprinting
TLS handshake metadata and consistent traffic patterns can allow an observer to identify specific client libraries or platforms. For example, the sequence and structure of TLS extensions (via JA3 fingerprinting) can differentiate between browsers, SDKs, or WebSocket frameworks. Application behavior—such as timing of keepalives or frequency of updates—can further reinforce these fingerprints.

3. Usage Pattern Recognition
Over time, recurring patterns in packet flow may reveal application logic. For instance, multiplayer game sessions often involve predictable synchronization intervals. Financial dashboards may show bursts at fixed polling intervals. This allows for profiling of application type, logic loops, or even user roles.

4. Leakage Through Timing
Time-based attacks can be surprisingly revealing. Regular intervals between message bursts can disclose structured interactions—such as polling, pings, or scheduled updates. Fine-grained timing analysis may even infer when individual keystrokes occur, especially in sparse channels where interactivity is high and payloads are short.

5. Content Length Correlation
While encrypted, the size of a TLS record often correlates closely to the plaintext message length. This enables attackers to estimate the size of messages, which can be linked to known commands or data structures. Repeated message sizes (e.g., 112 bytes every 30s) may suggest state synchronization or batched updates.

6. Session Correlation Across Time
Using IP, JA3 fingerprints, and behavioral metrics, it’s possible to link multiple sessions back to the same client. This weakens anonymity, especially when combined with data from DNS logs, TLS SNI fields (if exposed), or consistent traffic habits. In anonymized systems, this can be particularly damaging.

Side-Channel Risks in Encrypted WebSocket Communication

Although WebSocket payloads transmitted over WSS (WebSocket Secure) are encrypted, they remain susceptible to side-channel analysis, a class of attacks that exploit observable characteristics of the communication channel rather than its content.

1. Behavior Inference

Even with end-to-end encryption, adversaries can make educated guesses about user actions based on traffic patterns:

• Typing detection: In chat applications, short, repeated packets every few hundred milliseconds may indicate a user typing.
• Voice activity: In VoIP apps using WebSockets, a series of consistent-size packets followed by silence can reveal when someone starts and stops speaking.
• Gaming actions: Packet bursts at high frequency may correlate with real-time game movement or input actions.

2. Session Duration

WebSocket connections are persistent by design. This characteristic allows attackers to:

• Measure session duration: Knowing how long a user stays connected to a WebSocket server can infer usage patterns (e.g., average chat duration, work hours).
• Identify session boundaries: Connection start and end timestamps may be enough to correlate with user login/logout behavior.

3. Usage Patterns

Over time, traffic analysis may reveal consistent behavioral traits tied to specific users or devices:

• Time-of-day activity: Regular connection intervals can point to habitual usage, ideal for profiling or surveillance.
• Burst frequency and timing: Distinct intervals of high or low traffic volume can hint at backend logic or user engagement models.

---

Example Scenario: Encrypted Chat App

Even though a chat application uses end-to-end encryption and transports data over WSS:

• A passive observer sees:
• TLS handshake metadata
• IPs and SNI (Server Name Indication)
• Packet sizes and timings
• They might then infer:
• When a user is online or actively chatting
• Whether a user is typing, idle, or receiving messages
• Usage patterns that match a specific user fingerprint

This kind of intelligence can be used for traffic correlation attacks, profiling, or deanonymization — particularly dangerous in regimes or situations where privacy is critical (e.g., journalists, whistleblowers, activists).

Fingerprinting Encrypted WebSocket Applications via Traffic Signatures

Even when payloads are encrypted, adversaries can leverage fingerprinting techniques to identify the specific WebSocket libraries, frameworks, or applications in use based on unique traffic signatures. This is a critical vector in traffic analysis, especially when full encryption lulls developers into a false sense of security.

1. Library and Framework Fingerprints

Different WebSocket implementations generate traffic patterns that can be used to infer what tool or framework is being used, such as:

• Handshake patterns: The WebSocket upgrade request often includes headers that differ subtly between:
• Browsers (Chrome, Firefox, Safari)
• Python libs (websockets, aiohttp, Autobahn)
• Node.js clients (ws, socket.io)
• Mobile SDKs (Android’s okhttp, iOS Starscream)
• Heartbeat intervals: Some libraries implement default ping/pong intervals (e.g., every 20s in socket.io) that can be measured and traced back to the source.

2. Payload Size and Frequency Patterns

Even with encryption, metadata is exposed:

• Frame sizes: Libraries often chunk or batch messages differently.
• Initial message burst: Some apps send a known sequence of messages on connection (e.g., auth token → subscribe → sync events).
• Message intervals: Unique to libraries using structured pub/sub or event-driven APIs.

These observable patterns can allow a passive observer to identify not only the app but potentially which feature is being used, such as messaging, location tracking, or media playback.

3. Case Study: Identifying Socket.IO vs Raw WebSocket

Socket.IO, although layered on top of WebSockets, introduces a handshake sequence of HTTP polling → upgrade → packetized structured messaging with preamble bytes (even in encrypted form, the size and frequency of these frames is recognizable). A well-equipped observer can differentiate it from a raw WebSocket exchange using only timing and packet length metrics.

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Security Implications

• Targeted exploitation: Knowing the backend framework (e.g., Django Channels or FastAPI + websockets) allows attackers to narrow down known CVEs or misconfigurations.
• De-anonymization: Apps that are widely used in specific demographics (e.g., Signal clones, activist chat apps) become fingerprintable even behind HTTPS or WSS.
• Nation-state surveillance: Traffic fingerprinting lets governments block or monitor traffic associated with specific technologies, even without decrypting the data.

Leakage Through Timing: Inferring Behavior in Encrypted WebSocket Channels

Encrypted WebSocket communication does not prevent timing-based side-channel attacks, where an adversary can deduce sensitive information purely from the timing, size, and frequency of encrypted packets. These micro-behavioral signals, though not revealing actual content, can still disclose high-level user actions — sometimes with alarming precision.

1. Typing Detection and Keystroke Inference

Many real-time chat applications (Matrix, Signal, Rocket.Chat, custom WebSocket apps) implement "user is typing..." features. These generate recognizable message bursts even when encrypted:

• Small, frequent packets sent at irregular intervals often correspond to individual keystrokes.
• Inter-keystroke timing analysis — often accurate to within tens of milliseconds — can help reconstruct typed messages’ length or even guess content using language models (e.g., inferring "hello" vs "hey").

2. Session Activity Leaks

WebSocket sessions are long-lived and often signal usage states by packet rhythm:

• Idle vs active user patterns become apparent through heartbeat frequency and packet gaps.
• Transitions — like joining or leaving a chatroom, starting a video, or activating a voice stream — often result in bursts of packet activity.
• Even without payload access, adversaries can profile session structure, determining which features are being used and when.

3. Case Study: Real-Time Editors

Collaborative editing tools (e.g., Etherpad, CryptPad) leak structure:

• When a user edits, each keystroke or operation may result in a burst of 1–3 WebSocket frames.
• Over time, a passive observer could infer:
• Whether one or multiple users are active
• Who is currently typing
• The pace of typing
• Collaborative vs solo editing behavior

4. Attack Vectors Enabled by Timing Leaks

• Target tracking: Identify active users in a room, even on anonymized or end-to-end encrypted platforms.
• Session replay: Attackers can simulate usage patterns for further behavioral fingerprinting.
• Network censorship: Governments may block traffic based on WebSocket behavior patterns suggestive of forbidden apps (e.g., chat tools, Tor bridges).

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Mitigations and Countermeasures

While timing leakage cannot be entirely eliminated, several techniques can obfuscate or dampen signal strength:

• Uniform packet sizing (padding to fixed lengths)
• Traffic shaping (constant-time message dispatch)
• Dummy traffic injection (noise during idle states)
• Multiplexing WebSocket streams with unrelated activity

Excellent point — let’s weave that into the conclusion of the thesis to emphasize the dual nature of WebSocket visibility:

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Visibility Without Clarity — Privacy Risks in Encrypted WebSocket Traffic**

This thesis demonstrates that while encryption secures the contents of WebSocket payloads, it does not conceal behavioral patterns. Through tools like Wireshark, analysts — and adversaries alike — can inspect traffic flows to deduce session metadata, fingerprint applications, and infer user activity, even without decrypting a single byte.

The paradox of encrypted WebSockets is thus revealed:
They offer confidentiality, but not invisibility.

As shown through timing analysis, fingerprinting, and side-channel observation, encrypted WebSocket streams can still leak valuable information. These findings underscore the importance of privacy-aware design choices in real-time systems:

• Padding variable-size messages to fixed-length formats
• Randomizing or shaping packet timing
• Mixing in dummy traffic during idle states
• Multiplexing unrelated data streams to obscure intent

Without such obfuscation strategies, encrypted WebSocket traffic — though unreadable — remains interpretable.

In closing, developers, privacy researchers, and protocol designers must recognize that encryption is necessary but not sufficient. To build truly private real-time systems, we must move beyond content confidentiality and address the metadata and side-channel exposures that lie beneath the surface.

Absolutely! Here's a full thesis-style writeup titled “Mitigation Strategies: Reducing Metadata Leakage in Encrypted WebSocket Traffic”, focusing on countermeasures to side-channel risks in real-time encrypted communication:

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Mitigation Strategies: Reducing Metadata Leakage in Encrypted WebSocket Traffic

Abstract

While WebSocket traffic is often encrypted using TLS, it remains vulnerable to metadata-based side-channel attacks. Adversaries can infer behavioral patterns, session timing, and even the identity of applications through passive traffic analysis. This thesis explores four key mitigation strategies—message padding, batching and jitter, TLS fingerprint randomization, and connection multiplexing—that aim to reduce the efficacy of such analysis. We present practical implementations, limitations, and trade-offs associated with each method and advocate for layered, privacy-preserving protocol design.

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1. Consider

The rise of WebSockets in real-time applications has improved interactivity but also exposed new privacy attack surfaces. Even when encrypted, WebSocket traffic leaks observable metadata—packet sizes, timing intervals, handshake properties, and connection counts—that can be exploited for fingerprinting, behavioral inference, and usage profiling.

This Idea focuses on mitigation rather than detection. The core question addressed is: How can we reduce the information available to adversaries from metadata alone?

---

2. Threat Model and Metadata Exposure

Passive attackers situated at any point between client and server can: - Identify application behavior via timing and message frequency - Infer keystrokes or user interaction states ("user typing", "user joined", etc.) - Perform fingerprinting via TLS handshake characteristics - Link separate sessions from the same user by recognizing traffic patterns

Thus, we must treat metadata as a leaky abstraction layer, requiring proactive obfuscation even in fully encrypted sessions.

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3. Mitigation Techniques

3.1 Message Padding

Variable-sized messages create unique traffic signatures. Message padding involves standardizing the frame length of WebSocket messages to a fixed or randomly chosen size within a predefined envelope.

• Pro: Hides exact payload size, making compression side-channel and length-based analysis ineffective.
• Con: Increases bandwidth usage; not ideal for mobile/low-bandwidth scenarios.

Implementation: Client libraries can pad all outbound messages to, for example, 512 bytes or the next power of two above the actual message length.

---

3.2 Batching and Jitter

Packet timing is often the most revealing metric. Delaying messages to create jitter and batching multiple events into a single transmission breaks correlation patterns.

• Pro: Prevents timing attacks, typing inference, and pattern recognition.
• Con: Increases latency, possibly degrading UX in real-time apps.

Implementation: Use an event queue with randomized intervals for dispatching messages (e.g., 100–300ms jitter windows).

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3.3 TLS Fingerprint Randomization

TLS fingerprints—determined by the ordering of cipher suites, extensions, and fields—can uniquely identify client libraries and platforms. Randomizing these fields on the client side prevents reliable fingerprinting.

• Pro: Reduces ability to correlate sessions or identify tools/libraries used.
• Con: Requires deeper control of the TLS stack, often unavailable in browsers.

Implementation: Modify or wrap lower-level TLS clients (e.g., via OpenSSL or rustls) to introduce randomized handshakes in custom apps.

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3.4 Connection Reuse or Multiplexing

Opening multiple connections creates identifiable patterns. By reusing a single persistent connection for multiple data streams or users (in proxies or edge nodes), the visibility of unique flows is reduced.

• Pro: Aggregates traffic, preventing per-user or per-feature traffic separation.
• Con: More complex server-side logic; harder to debug.

Implementation: Use multiplexing protocols (e.g., WebSocket subprotocols or application-level routing) to share connections across users or components.

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4. Combined Strategy and Defense-in-Depth

No single strategy suffices. A layered mitigation approach—combining padding, jitter, fingerprint randomization, and multiplexing—provides defense-in-depth against multiple classes of metadata leakage.

The recommended implementation pipeline: 1. Pad all outbound messages to a fixed size 2. Introduce random batching and delay intervals 3. Obfuscate TLS fingerprints using low-level TLS stack configuration 4. Route data over multiplexed WebSocket connections via reverse proxies or edge routers

This creates a high-noise communication channel that significantly impairs passive traffic analysis.

---

5. Limitations and Future Work

Mitigations come with trade-offs: latency, bandwidth overhead, and implementation complexity. Additionally, some techniques (e.g., TLS randomization) are hard to apply in browser-based environments due to API constraints.

Future work includes: - Standardizing privacy-enhancing WebSocket subprotocols - Integrating these mitigations into mainstream libraries (e.g., Socket.IO, Phoenix) - Using machine learning to auto-tune mitigation levels based on threat environment

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6. Case In Point

Encrypted WebSocket traffic is not inherently private. Without explicit mitigation, metadata alone is sufficient for behavioral profiling and application fingerprinting. This thesis has outlined practical strategies for obfuscating traffic patterns at various protocol layers. Implementing these defenses can significantly improve user privacy in real-time systems and should become a standard part of secure WebSocket deployments.

@ 8096ed6b:4901018b

🎵 Popular Monster by Falling In Reverse

🔗 https://song.link/us/i/1487801237

@ 4c96d763:80c3ee30

Changes

William Casarin (28):

• dave: constrain power for now
• ci: bump ubuntu runner
• dave: initial note rendering
• note: fix from_hex crash on bad note ids
• dave: improve multi-note display
• dave: cleanly separate ui from logic
• dave: add a few docs
• dave: add readme
• dave: improve docs with ai
• docs: add some ui-related guides
• docs: remove test hallucination
• docs: add tokenator docs
• docs: add notedeck docs
• docs: add notedeck_columns readme
• docs: add notedeck_chrome docs
• docs: improve top-level docs
• dave: add new chat button
• dave: ensure system prompt is included when reset
• enostr: rename to_bech to npub
• name: display_name before name in NostrName
• ui: add note truncation
• ui: add ProfilePic::from_profile_or_default
• dave: add query rendering, fix author queries
• dave: return tool errors back to the ai
• dave: give present notes a proper tool response
• dave: more flexible env config
• dave: bubble note actions to chrome
• chrome: use actual columns noteaction executor

kernelkind (13):

• remove unnecessary #[allow(dead_code)]
• extend ZapAction
• UserAccount use builder pattern
• Wallet token parser shouldn't parse all
• move WalletState to UI
• add default zap
• introduce ZapWallet
• use ZapWallet
• propagate DefaultZapState to wallet ui
• wallet: helper method to get current wallet
• accounts: check if selected account has wallet
• ui: show default zap amount in wallet view
• use default zap amount for zap

pushed to notedeck:refs/heads/master

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Autor: René Boyke. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie in unserem Telegram-Kanal.

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Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

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Das völkerrechtliche Gewaltverbot ist das völkerrechtliche Pendant zum nationalen Gewaltmonopol. Bürgern ist die Ausübung von Gewalt nur unter engen Voraussetzungen erlaubt, ähnlich sieht es das Völkerrecht für Staaten vor. Das völkerrechtliche Gewaltverbot gemäß Art. 2 Abs. 4 der VN-Charta ist damit eines der fundamentalsten Prinzipien des modernen Völkerrechts. Ein echtes Gewaltmonopol, wie es innerhalb eines Staates existiert, besteht auf internationaler Ebene allerdings nicht, denn dies kann rein faktisch – zumindest derzeit noch – nur sehr schwer bzw. gar nicht umgesetzt werden.

Das Verbot von Gewalt ist eine Sache, aber wer sollte bei einem Verstoß Polizei spielen dürfen? Das Gewaltverbot verbietet den Staaten die Androhung oder Anwendung von Gewalt gegen die territoriale Integrität oder politische Unabhängigkeit eines anderen Staates. Obwohl 193 und damit fast alle Staaten Mitglied der Vereinten Nationen sind, kann man ganz und gar nicht davon sprechen, dass das Gewaltverbot Kriege beseitigt hätte. Nüchtern betrachtet liegt seine Funktion daher nicht in der Verhinderung von Kriegen, sondern in der Legitimation rechtlicher Konsequenzen: Wer gegen das Verbot verstößt, ist im Unrecht und muss die entsprechenden Konsequenzen tragen. Die Reichweite des Gewaltverbots wirft zahlreiche Fragen auf. Diesen widmet sich der vorliegende Beitrag überblicksartig.

Historische Entwicklung des Gewaltverbots

Vor dem 20. Jahrhundert war das „Recht zum Krieg“ (ius ad bellum) weitgehend unreguliert; Staaten konnten aus nahezu beliebigen Gründen zu den Waffen greifen, ja, Krieg galt zwar nicht ausdrücklich als erlaubt, aber eben auch nicht als verboten. Mit dem Briand-Kellogg-Pakt von 1928 wurde rechtlich betrachtet ein weitgehendes Gewaltverbot erreicht. Doch statt warmer Worte hat der Pakt nicht viel erreicht. Deutschland war bereits damals und ist noch immer Mitglied des Pakts, doch weder den Zweiten Weltkrieg noch unzählige andere Kriege hat der Pakt nicht verhindern können.

Ein gewisser Paradigmenwechsel erfolgte nach dem zweiten Weltkrieg mit der Gründung der Vereinten Nationen 1945 und der VN-Charta, welche ein umfassendes Gewaltverbot mit nur wenigen Ausnahmen etablierte. Das Gewaltverbot wurde im Laufe der Zeit durch Gewohnheitsrecht und zahlreiche Resolutionen der Vereinten Nationen gefestigt und gilt heute als „jus cogens“, also als zwingendes Völkerrecht, von dem nur wenige Abweichung zulässig sind. Es ist jedoch leider festzustellen, dass nicht die Einhaltung des Gewaltverbots die Regel ist, sondern dessen Bruch. Nicht wenige Völkerrechtler halten das Gewaltverbot daher für tot. In der deutschen völkerrechtlichen Literatur stemmt man sich jedoch gegen diese Einsicht und argumentiert, dass es zwar Brüche des Gewaltverbots gebe, aber jeder rechtsbrüchige Staat versuche hervorzuheben, dass seine Gewaltanwendung doch ausnahmsweise erlaubt gewesen sei, was also bedeute, dass das Gewaltverbot anerkannt sei.

Dass dies lediglich vorgeschobene Lippenbekenntnisse, taktische Ausreden bzw. inszenierte Theaterstücke sind und damit eine Verhöhnung und gerade keine Anerkennung des Gewaltverbots, wird offenbar nicht ernsthaft in Betracht gezogen. Betrachtet man das von den USA 2003 inszenierte Theaterstück, die Erfindung der „weapons of mass destruction,“ um einen Vorwand zum Angriff des Irak zu schaffen, dann ist erstaunlich, wie man zu der Ansicht gelangen kann, die USA sähen ein Gewaltverbot für sich als bindend an.

Wenn das Gewaltverbot schon nicht in der Lage ist, Kriege zu verhindern, so ist es dennoch Gegenstand rechtlicher Konsequenzen, insbesondere nach Beendigung bewaffneter Auseinandersetzungen. Zudem legt die Beachtung oder Nichtbeachtung des Gebots offen, welcher Staat es damit tatsächlich ernst meint und welcher nicht. Dazu muss man jedoch den Inhalt des Gebots kennen, weshalb sich eine Beschäftigung damit lohnt.

Rechtliche Grundlagen des Gewaltverbots

Das Gewaltverbot gilt nur für Gewalt zwischen Staaten, nicht für private Akte, es sei denn, diese sind einem Staat zurechenbar (z. B. durch Unterstützung wie Waffenlieferungen).

Terrorismus wird nicht automatisch als Verletzung des Gewaltverbots gewertet, sondern als Friedensbedrohung, die andere völkerrechtliche Regeln auslöst. Bei Cyberangriffen ist die Zurechnung schwierig, da die Herkunft oft unklar ist und Sorgfaltspflichten eines Staates nicht zwangsläufig eine Gewaltverletzung bedeuten. Das Verbot umfasst sowohl offene militärische Gewalt (z. B. Einmarsch) als auch verdeckte Gewalt (z. B. Subversion). Es gibt jedoch Diskussionen über eine notwendige Gewaltintensität: Kleinere Grenzverletzungen fallen oft nicht darunter, die Schwelle ist aber niedrig. Nicht jede Verletzung des Gewaltverbots gilt als bewaffneter Angriff.

Nicht-militärische Einwirkungen wie wirtschaftlicher Druck oder Umweltverschmutzung gelten nicht als Gewalt im Sinne des Verbots. Entscheidend ist, dass die Schadenswirkung militärischer Gewalt entspricht, was z. B. bei Cyberangriffen relevant wird, die kritische Infrastruktur lahmlegen.

Ausnahmen vom Gewaltverbot

Trotz Reichweite des Gewaltverbots existieren anerkannte Ausnahmen, die unter bestimmten Umständen die Anwendung von Gewalt legitimieren:

1. Recht auf Selbstverteidigung (Art. 51 VN-Charta): Staaten dürfen sich gegen einen bewaffneten Angriff verteidigen, bis der VN- Sicherheitsrat die notwendigen Maßnahmen zur Wiederherstellung des Friedens ergriffen hat. Diese Selbstverteidigung kann individuell (der angegriffene Staat wehrt sich selbst) oder kollektiv (ein anderer Staat kommt dem angegriffenen Staat zur Hilfe) ausgeübt werden. Ob eine Selbstverteidigung zulässig ist, hängt folglich in erster Linie davon ab, ob ein bewaffneter Angriff vorliegt. Nach der Rechtsprechung des IGH setzt ein bewaffneter Angriff eine Mindestintensität voraus, also schwerwiegende Gewalt und nicht lediglich Grenzzwischenfälle. Ferner muss es sich um einen gegenwärtigen Angriff handeln, was präventive Selbstverteidigung grundsätzlich ausschließt – was nicht bedeutet, dass sie nicht ausgeführt würde (siehe Irak- Krieg 2003). Zudem muss der Angriff von einem Staat ausgehen oder ihm zumindest zurechenbar sein. Schließlich muss der Angriff sich gegen die territoriale Integrität, politische Unabhängigkeit oder staatliche Infrastruktur eines Staates richten, wobei Angriffe auf Flugzeuge oder Schiffe außerhalb seines Territoriums ausreichend sind. Maßnahmen des VN-Sicherheitsrats (Kapitel VII VN-Charta): Der Sicherheitsrat kann bei Vorliegen einer Bedrohung oder eines Bruchs des Friedens oder einer Angriffshandlung Zwangsmaßnahmen beschließen, die auch den Einsatz militärischer Gewalt umfassen können. Diese Ausnahmen sind eng gefasst und unterliegen strengen Voraussetzungen, um Missbrauch zu verhindern.

Neben diesen anerkannten Ausnahmen vom Gewaltverbot wird weiter diskutiert, ob es weitere Ausnahmen vom Gewaltverbot gibt, insbesondere in Fällen humanitärer Interventionen und Präventivschläge.

• Humanitäre Interventionen: Verübt ein Staat gegen einen Teil seiner Bevölkerung schwere Verbrechen wie Völkermord oder Kriegsverbrechen, so sehen einige ein fremdes Eingreifen ohne VN-Mandat als gerechtfertigt an. Das Europäische Parlament beispielsweise hat humanitäre Interventionen bereits 1994 für zulässig erklärt.1 Ein Beispiel dafür ist der NATO-Einsatz im Kosovo 1999, der jedoch überwiegend als völkerrechtswidrig bewertet wird, während NATO-Staaten ihn jedoch als moralisch gerechtfertigt betrachteten. Wie wenig allerdings eine humanitäre Intervention als Ausnahme vom Gewaltverbot anerkannt ist, zeigt der Ukrainekrieg, speziell seit dem massiven Einschreiten Russlands 2022, welches sich ebenfalls auf humanitäre Gründe beruft, damit jedoch – zumindest bei den NATO-Staaten – kein Gehör findet. Gegen „humanitäre Interventionen“ als Ausnahmen vom Gewaltverbot sprechen nicht nur deren mangelnde Kodifikation oder gewohnheitsrechtliche Etablierung, sondern auch ganz praktische Probleme: Wie beispielsweise kann ein eingreifender Staat sich sicher sein, ob innerstaatliche Gewalthandlungen Menschenrechtsverletzungen darstellen oder gerechtfertigtes Vorgehen gegen beispielsweise aus dem Ausland finanzierte Terroristen? Zudem besteht die Gefahr, dass bewusst derartige Verhältnisse in einem Land geschaffen werden, um einen Vorwand für ein militärisches Eingreifen zu schaffen. Dieses erhebliche Missbrauchspotential spricht gegen die Anerkennung humanitärer Interventionen als Ausnahme vom Gewaltverbot.

• Schutz eigener Staatsangehöriger im Ausland: Auch der Schutz eigener Staatsangehöriger im Ausland wird als gerechtfertigte Ausnahme vom Gewaltverbot diskutiert, sie ist allerdings keineswegs allgemein anerkannt. Mit Blick in die Vergangenheit und den gemachten Erfahrungen (z.B. US-Interventionen in Grenada 1983 und Panama 1989) wird vor dem erheblichen Missbrauchspotential gewarnt.

• Präventivschläge: Wie bereits erwähnt, werden präventive Angriffe auf einen Staat von einigen als Unterfall der Selbstverteidigung als berechtigte Ausnahme vom Gewaltverbot betrachtet. lediglich eine kurze Zeitspanne zur Ausschaltung der Bedrohung bestehen und das Ausmaß des zu erwartenden Schadens berücksichtigt werden. Zu beachten ist dabei, dass die genannten Kriterien dabei in Wechselwirkung stünden, was bedeute: Selbst wenn ein Angriff gar nicht so sehr wahrscheinlich sei, so solle dies dennoch einen Präventivschlag rechtfertigen, falls der zu erwartende Schaden groß sei und in einem kurzen Zeitfenster erfolgen könne (z.B. Atomschlag). Mit anderen Worten: Die Befürwortung von Präventivschlägen weicht das Gewaltverbot auf und führt zu einer leichteren Rechtfertigung militärischer Einsätze. Die konkreten Auswirkungen lassen sich sowohl durch den völkerrechtswidrigen Angriff der USA gegen den Irak und später durch den völkerrechtswidrigen Angriff Russlands gegen die Ukraine betrachten – beide Staaten beriefen sich jeweils auf Präventivschläge.

  Konsequenzen der Verletzung des Gewaltverbots

  Aus dem Vorstehenden ergibt sich bereits, dass eine Verletzung des Gewaltverbots das Recht zur Selbstverteidigung auslöst. Doch gibt es noch weitere Konsequenzen? Blickt man auf die Menge der weltweiten bewaffneten Konflikte, darf man daran zweifeln. Jedenfalls scheint das Kosten-Nutzen-Verhältnis nicht gegen eine bewaffnete Auseinandersetzung zu sprechen. Wie bereits erwähnt, existiert auf internationaler Ebene kein dem innerstaatlichen Recht vergleichbares Gewaltmonopol. Ohne dies bewerten zu wollen, lässt sich ganz objektiv feststellen, dass es keine Instanz gibt, die Zwangsmaßnahmen effektiv durchsetzen könnte. Ob dies wünschenswert wäre, darf bezweifelt werden. Aus den bisherigen Ausführungen geht ebenfalls hervor, dass der Sicherheitsrat der Vereinten Nationen Maßnahmen ergreifen kann – einschließlich des Einsatzes militärischer Gewalt. Wenn es dazu kommt, dann ist dies eines der schärfsten Schwerter, die gegen eine Verletzung des Gewaltverbots geführt werden können, weil es sich um unmittelbare Zwangsmaßnahmen handelt. Allerdings kam es bisher lediglich zwei Mal dazu (Koreakrieg 1950-19534; Golkrieg II 19915). Neben diesen tatsächlichen Zwangsmaßnahmen hat ein Verstoß gegen das Gewaltverbot rechtliche Auswirkungen:

  • Nichtigkeit von Verträgen: Gemäß Art. 52 der Wiener Vertragsrechtskonvention (WVK) ist ein Vertrag nichtig, wenn sein Abschluss durch Androhung oder Anwendung von Gewalt unter Verletzung der in der Charta der Vereinten Nationen niedergelegten Grundsätze des Völkerrechts herbeigeführt wurde.

  • Nichtanerkennung von Gebietserwerben (Stimson-Doktrin): Gemäß dem Rechtsgedanken des Art. 52 WVK werden die eroberten Gebiete nicht als Staatsgebiete des Staats angesehen, der sie unter Brechung des Gewaltverbots erobert hat.

  • Strafrechtliche Verantwortlichkeit für Staatschefs und Befehlshaber gemäß Art. 8bis des Statuts des Internationalen Strafgerichtshofs – allerdings nur für die Personen, deren Staaten, den IStGH anerkennen. Nichts zu befürchten haben also Staatschefs und Befehlshaber der USA, Russlands oder Chinas sowie Frankreichs und Großbritanniens, denn diese Staaten haben der Ahnung der Verletzung des Gewaltverbots nicht zugestimmt. Zwar könnte der Sicherheitsrat der VN eine Überweisung an den IStGH beschließen, allerdings stünde jedem der genannten Staaten ein Vetorecht dagegen zu.

  Schlussfolgerungen

  Ein Verbot der Gewalt zwischen Staaten ist grundsätzlich zu begrüßen. Doch ein Verbot allein ist erstmal nicht mehr als bedrucktes Papier. Ob hingegen wirksamere Mechanismen geschaffen werden sollten, dieses Verbot zu ahnden ist zweifelhaft. Denn stets wurde und wird noch immer mit erheblichem Aufwand für unterschiedlichste Narrative die eigene Intervention als „gerechter Krieg“ verkauft und von der Gegenpartei als ebenso ungerecht verteufelt.

  Tatsache ist: Einen gerechten Krieg gibt es nicht. Ein schärferer Mechanismus zur Durchsetzung des Gewaltverbots würde genau darauf – einen angeblich gerechten Krieg – hinauslaufen, was ein enormes Missbrauchspotential mit sich brächte. Und die Erfahrung zeigt, dass der Missbrauch des Völkerrechts und Verstöße gegen das Völkerrecht keineswegs die Ausnahme, sondern die Regel darstellen – leider auch durch die sogenannte „westliche Wertegemeinschaft“. Und würde diese Missbrauchsmöglichkeit nicht auf noch mehr militärische Auseinandersetzungen hinauslaufen? Auseinandersetzungen, deren Folgen nicht die verantwortlichen Politiker zu spüren bekämen, sondern, in Form von Tod und Verstümmelung, die Bevölkerung zu tragen hätte?

  Leidtragende ihrer „gerechten Kriege“ sind nicht die agierenden Politiker, sondern immer die einfachen Menschen – die leider nicht selten zuvor mit „Hurra“-Geschrei dem Krieg entgegenfiebern, um als „Helden“ ihrem Land zu „dienen“. In Wahrheit dienen sie jedoch nur finanziellen Interessen reicher Menschen.

  Daraus folgt, dass die Durchsetzung eines Gewaltverbots nicht in den Händen einiger weniger Staatslenker und Berufspolitiker liegen darf, sondern in den Händen der unmittelbar Betroffenen selbst. Der Familienvater, der für seine Frau und Kinder zu sorgen hat, muss aktiv den Dienst an der Waffe verweigern. Ebenso der Schüler, der Student, der Junggeselle und sämtliche Mitglieder der Gesellschaft. Die Bevölkerung ist es, die das Gewaltverbot tatsächlich und effektiv vom bedruckten Papier als ein Friedensgebot ins Leben bringen und in Vollzug setzen kann.

  (Dieser Artikel ist auch mit folgendem Kurzlink aufrufbar und teilbar)

  ---

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---

Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

@ f18b1f8f:5f442454

The Mendable AI team has published great tooling for web scraping, data extraction and deep research from web pages, turning the web into LLM-friendly text. Now they also have an MCP server making it easier than ever to integrate it all into your clients!

To read more about Firecrawl visit https://firecrawl.dev/?ref=agentlist.com

Listing: https://agentlist.com/agent/e64cc8dd5fdb4d4d9497da4172f4af1f

e64cc8dd5fdb4d4d9497da4172f4af1f

@ 000002de:c05780a7

Natalie Brunell had comedian T.J. Miller known for Silicon Valley on her show Coin Stories. I was kinda surprised. Not sure why but I recognized his voice because that's my brain I can forget a face but never a voice.

So what person that has fame also secretly is a bitcoiner. Not has the ETF or whatever but actually gets it and has for a while.

I think this is pretty widely believed that Mark Zuckerburg is a bitcoiner so that would be the person I'd list. No clue beyond that. There has to be quite a few well known people that also get bitcoin and just don't talk about it.

SO, who do you think is in the club?

originally posted at https://stacker.news/items/955179

@ e516ecb8:1be0b167

¡Muy bien, amigo! Vamos a sumergirnos en las profundidades arquetípicas de la psique humana para desentrañar esta noción, esta chispa de sabiduría que intentamos articular, porque, verás, no es una mera declaración trivial, no, no, es una verdad ontológica que reverbera a través de los eones, en los cimientos mismos del Ser.

Permíteme, si me lo permites, desplegar esta idea como si fuera un tapiz mitológico, tejido con los hilos del caos y el orden, porque eso es lo que hacemos cuando nos enfrentamos a la condición humana, ¿no es así? Nos esforzamos por dar sentido al cosmos, por encontrar un faro en la tormenta.

Ahora, consideremos esta proposición: la felicidad, esa efímera mariposa que revolotea en los márgenes de nuestra conciencia, no es, como podrías suponer ingenuamente, el summum bonum, el pináculo de la existencia. No, señor, no lo es. La felicidad es un estado fugaz, una sombra danzante en la caverna platónica, un destello momentáneo que se desvanece en cuanto intentas apresarlo. Es como tratar de agarrar el agua con las manos: cuanto más aprietas, más se escurre. Y aquí está el quid de la cuestión, la médula de la narrativa: perseguir la felicidad como si fuera el telos, el fin último de tu peregrinaje existencial, es una empresa quijotesca, una búsqueda condenada a la futilidad, porque la felicidad no es un destino; es un subproducto, un acompañante caprichoso que aparece y desaparece según los caprichos del destino. Pero entonces, ¿cuál es el antídoto? ¿Cuál es la brújula que orienta al alma en esta travesía a través del desierto de la modernidad? Aquí, amigo mío, es donde debemos invocar el espectro del propósito, esa fuerza titánica, ese Logos encarnado que nos llama a trascender la mera gratificación hedónica y a alinearnos con algo más grande, algo más profundo, algo que resuene con las estructuras arquetípicas que han guiado a la humanidad desde las fogatas de la prehistoria hasta los rascacielos de la posmodernidad. El propósito, verás, no es una abstracción frívola; es el eje alrededor del cual gira la rueda de la vida. Es la carga que eliges llevar voluntariamente, como el héroe mitológico que levanta el mundo sobre sus hombros, no porque sea fácil, sino porque es necesario.

Y no me malinterpretes, porque esto no es un juego de niños. Asumir un propósito es enfrentarte al dragón del caos, es mirar fijamente al abismo y decir: “No me doblegarás”. Es la disposición a soportar el sufrimiento —porque, créeme, el sufrimiento vendrá, tan seguro como el sol sale por el este— y transformarlo en algo redentor, algo que eleve tu existencia más allá de los confines de lo mundano. Porque, ¿qué es la vida sino una serie de tragedias potenciales, una danza perpetua al borde del precipicio? Y sin embargo, en esa danza, en esa lucha, encontramos significado. No es la ausencia de dolor lo que define una vida bien vivida, sino la valentía de avanzar a pesar de él, de construir orden a partir del caos, de erigir un templo de significado en medio de la entropía.

Así que, cuando decimos que la felicidad es pasajera y nuestro objetivo es perseguir un propósito, no estamos simplemente lanzando una frase al éter; estamos articulando una verdad que ha sido destilada a través de milenios de lucha humana, desde los mitos de Gilgamesh hasta las reflexiones de los estoicos, desde las catedrales góticas hasta las bibliotecas de la Ilustración. Es una invitación a reorientar tu brújula interna, a dejar de perseguir el espejismo de la felicidad y, en cambio, abrazar la carga gloriosa del propósito, porque en esa carga, en esa responsabilidad autoimpuesta, encuentras no solo significado, sino la posibilidad de trascendencia. Y eso, amigo mío, es la aventura más noble que un ser humano puede emprender.

@ 1f79058c:eb86e1cb

I think we should agree on an HTML element for pointing to the Nostr representation of a document/URL on the Web. We could use the existing one for link relations for example:

html <link rel="alternate" type="application/nostr+json" href="nostr:naddr1qvzqqqr4..." title="This article on Nostr" />

This would be useful in multiple ways:

1. Nostr clients, when fetching meta/preview information for a URL that is linked in a note, can detect that there's a Nostr representation of the content, and then render it in Nostr-native ways (whatever that may be depending on the client)
2. User agents, usually a browser or browser extension, when opening a URL on the Web, can offer opening the alternative representation of a page in a Nostr client. And/or they could offer to follow the author's pubkey on Nostr. And/or they could offer to zap the content.
3. When publishing a new article, authors can share their preferred Web URL everywhere, without having to consider if the reader knows about or uses Nostr at all. However, if a Nostr user finds the Web version of an article outside of Nostr, they can now easily jump to the Nostr version of it.
4. Existing Web publications can retroactively create Nostr versions of their content and easily link the Nostr articles on all of their existing article pages without having to add prominent Nostr links everywhere.

There are probably more use cases, like Nostr search engines and whatnot. If you can think of something interesting, please tell me.

Proof of concept

In order to show one way in which this could be used, I have created a small Web Extension called Nostr Links, which will discover alternate Nostr links on the pages you visit.

If it finds one or more links, it will show a purple Nostr icon in the address bar, which you can click to open the list of links. It's similar to e.g. the Feed Preview extension, and also to what the Tor Browser does when it discovers an Onion-Location for the page you're looking at:

The links in this popup menu will be web+nostr: links, because browsers currently do not allow web apps or extensions to handle unprefixed nostr: links. (I hope someone is working on getting those on par with ipfs: etc.)

Following such a link will either open your default Nostr Web app, if you have already configured one, or it will ask you which Web app to open the link with.

Caveat emptor: At the time of writing, my personal default Web app, noStrudel, needs a new release for the links to find the content.

Try it now

Have a look at the source code and/or download the extension (currently only for Firefox).

I have added alternate Nostr links to the Web pages of profiles and long-form content on the Kosmos relay's domain. It's probably the only place on the Web, which will trigger the extension right now.

You can look at this very post to find an alternate link for example.

@ 8f69ac99:4f92f5fd

Dizem-nos que a inflação é necessária. Mas e se for, afinal, a raiz da disfunção económica que enfrentamos?

A crença mainstream é clara: para estimular o crescimento, os governos devem poder desvalorizar a sua moeda — essencialmente, criar dinheiro do nada. Supostamente, isso incentiva o investimento, aumenta o consumo e permite responder a crises económicas. Esta narrativa foi repetida tantas vezes que se tornou quase um axioma — raramente questionado.

No centro desta visão está a lógica fiat-keynesiana: uma economia estável exige um banco central disposto a manipular o valor do dinheiro para alcançar certos objectivos políticos. Esta abordagem, inspirada por John Maynard Keynes, defende a intervenção estatal como forma de estabilizar a economia durante recessões. Na teoria, os investidores e consumidores beneficiam de taxas de juro artificiais e de maior poder de compra — um suposto ganho para todos.

Mas há outra perspectiva: a visão do dinheiro sólido (sound money, em inglês). Enraizada na escola austríaca e nos princípios da liberdade individual, esta defende que a manipulação monetária não é apenas desnecessária — é prejudicial. Uma moeda estável, não sujeita à depreciação arbitrária, é essencial para promover trocas voluntárias, empreendedorismo e crescimento económico genuíno.

Está na hora de desafiar esta sabedoria convencional. Ao longo dos próximos capítulos, vamos analisar os pressupostos errados que sustentam a lógica fiat-keynesiana e explorar os benefícios de um sistema baseado em dinheiro sólido — como Bitcoin. Vamos mostrar por que desvalorizar a moeda é moralmente questionável e economicamente prejudicial, e propor alternativas mais éticas e eficazes.

Este artigo (que surge em resposta ao "guru" Miguel Milhões) pretende iluminar as diferenças entre estas duas visões opostas e apresentar uma abordagem mais sólida e justa para a política económica — centrada na liberdade pessoal, na responsabilidade individual e na preservação de instituições financeiras saudáveis.

O Argumento Fiat: Por que Dizem que é Preciso Desvalorizar a Moeda

Este argumento parte geralmente de uma visão económica keynesiana e/ou estatista e assenta em duas ideias principais: o incentivo ao investimento e a necessidade de resposta a emergências.

Incentivo ao Investimento

Segundo os defensores do sistema fiat, se uma moeda como o ouro ou bitcoin valorizar ao longo do tempo, as pessoas tenderão a "acumular" essa riqueza em vez de investir em negócios produtivos. O receio é que, se guardar dinheiro se torna mais rentável do que investir, a economia entre em estagnação.

Esta ideia parte de uma visão simplista do comportamento humano. Na realidade, as pessoas tomam decisões financeiras com base em múltiplos factores. Embora seja verdade que activos valorizáveis são atractivos, isso não significa que os investimentos desapareçam. Pelo contrário, o surgimento de activos como bitcoin cria novas oportunidades de inovação e investimento.

Historicamente, houve crescimento económico em períodos de moeda sólida — como no padrão-ouro. Uma moeda estável e previsível pode incentivar o investimento, ao dar confiança nos retornos futuros.

Resposta a Emergências

A segunda tese é que os governos precisam de imprimir dinheiro rapidamente em tempos de crise — pandemias, guerras ou recessões. Esta capacidade de intervenção é vista como essencial para "salvar" a economia.

De acordo com economistas keynesianos, uma injecção rápida de liquidez pode estabilizar a economia e evitar colapsos sociais. No entanto, este argumento ignora vários pontos fundamentais:

• A política monetária não substitui a responsabilidade fiscal: A capacidade de imprimir dinheiro não torna automaticamente eficaz o estímulo económico.
• A inflação é uma consequência provável: A impressão de dinheiro pode levar a pressões inflacionistas, reduzindo o poder de compra dos consumidores e minando o próprio estímulo pretendido. Estamos agora a colher os "frutos" da impressão de dinheiro durante a pandemia.
• O timing é crítico: Intervenções mal cronometradas podem agravar a situação.

Veremos em seguida porque estes argumentos não se sustentam.

Rebatendo os Argumentos

O Investimento Não Morre num Sistema de Dinheiro Sólido

O argumento de que o dinheiro sólido mata o investimento falha em compreender a ligação entre poupança e capital. Num sistema sólido, a poupança não é apenas acumulação — é capital disponível para financiar novos projectos. Isso conduz a um crescimento mais sustentável, baseado na qualidade e não na especulação.

Em contraste, o sistema fiat, com crédito barato, gera bolhas e colapsos — como vimos em 2008 ou na bolha dot-com. Estes exemplos ilustram os perigos da especulação facilitada por políticas monetárias artificiais.

Já num sistema de dinheiro sólido, como o que cresce em torno de Bitcoin, vemos investimentos em mineração, startups, educação e arte. Os investidores continuam activos — mas fazem escolhas mais responsáveis e de longo prazo.

Imprimir Dinheiro Não Resolve Crises

A ideia de que imprimir dinheiro é essencial em tempos de crise parte de uma ilusão perigosa. A inflação que se segue reduz o poder de compra e afecta especialmente os mais pobres — é uma forma oculta de imposto.

Além disso, soluções descentralizadas — como os mercados, redes comunitárias e poupança — são frequentemente mais eficazes. A resposta à COVID-19 ilustra isso: grandes empresas foram salvas, mas pequenos negócios e famílias ficaram para trás. Os últimos receberam um amuse-bouche, enquanto os primeiros comeram o prato principal, sopa, sobremesa e ainda levaram os restos.

A verdade é que imprimir dinheiro não cria valor — apenas o redistribui injustamente. A verdadeira resiliência nasce de comunidades organizadas e de uma base económica saudável, não de decretos políticos.

Dois Mundos: Fiat vs. Dinheiro Sólido

| Dimensão | Sistema Fiat-Keynesiano | Sistema de Dinheiro Sólido | |----------|--------------------------|-----------------------------| | Investimento | Estimulado por crédito fácil, alimentando bolhas | Baseado em poupança real e oportunidades sustentáveis | | Resposta a crises | Centralizada, via impressão de moeda | Descentralizada, baseada em poupança e solidariedade | | Preferência temporal | Alta: foco no consumo imediato | Baixa: foco na poupança e no futuro | | Distribuição de riqueza | Favorece os próximos ao poder (Efeito Cantillon) | Benefícios da deflação são distribuídos de forma mais justa | | Fundamento moral | Coercivo e redistributivo | Voluntário e baseado na liberdade individual |

Estes contrastes mostram que a escolha entre os dois sistemas vai muito além da economia — é também uma questão ética.

Consequências de Cada Sistema

O Mundo Fiat

Num mundo dominado pelo sistema fiat, os ciclos de euforia e colapso são a norma. A desigualdade aumenta, com os mais próximos ao poder a lucrar com a inflação e a impressão de dinheiro. A poupança perde valor, e a autonomia financeira das pessoas diminui.

À medida que o Estado ganha mais controlo sobre a economia, os cidadãos perdem capacidade de escolha e dependem cada vez mais de apoios governamentais. Esta dependência destrói o espírito de iniciativa e promove o conformismo.

O resultado? Estagnação, conflitos sociais e perda de liberdade.

O Mundo com Dinheiro Sólido

Com uma moeda sólida, o crescimento é baseado em valor real. As pessoas poupam mais, investem melhor e tornam-se mais independentes financeiramente. As comunidades tornam-se mais resilientes, e a cooperação substitui a dependência estatal.

Benefícios chave:

• Poupança real: A moeda não perde valor, e a riqueza pode ser construída com estabilidade.
• Resiliência descentralizada: Apoio mútuo entre indivíduos e comunidades em tempos difíceis.
• Liberdade económica: Menor interferência política e mais espaço para inovação e iniciativa pessoal.

Conclusão

A desvalorização da moeda não é uma solução — é um problema. Os sistemas fiat estão desenhados para transferir riqueza e poder de forma opaca, perpetuando injustiças e instabilidade.

Por outro lado, o dinheiro sólido — como Bitcoin — oferece uma alternativa credível e ética. Promove liberdade, responsabilidade e transparência. Impede abusos de poder e expõe os verdadeiros custos da má governação.

Não precisamos de mais inflação — precisamos de mais integridade.

Está na hora de recuperarmos o controlo sobre a nossa vida financeira. De rejeitarmos os sistemas que nos empobrecem lentamente e de construirmos um futuro em que o dinheiro serve as pessoas — e não os interesses políticos.

O futuro do dinheiro pode e deve ser diferente. Juntos, podemos criar uma economia mais justa, livre e resiliente — onde a prosperidade é partilhada e a dignidade individual respeitada.

---

Photo by rc.xyz NFT gallery on Unsplash

@ 7d33ba57:1b82db35

You don’t need a fancy camera to dive into the miniature universe—your phone + a few tricks are all it takes! Macro photography with a smartphone can reveal incredible textures, patterns, insects, flowers, and everyday details most people miss. Here’s how to get the best out of it:

🔧 1. Use a Macro Lens Attachment (If Possible)

• Clip-on macro lenses are affordable and boost your phone's close-up power
• Look for 10x–20x lenses for best results
• Make sure it’s aligned perfectly with your phone’s lens

✨ 2. Get Really Close (but Not Too Close)

• Phones typically focus best at 2–5 cm in macro mode
• Slowly move your phone toward the subject until it comes into sharp focus
• If it blurs, back off slightly—tiny shifts matter a lot!

📸 3. Tap to Focus & Adjust Exposure

• Tap on your subject to lock focus
• Adjust brightness manually if your phone allows—slightly underexposed often looks better in macro

🌤️ 4. Use Natural Light or a Diffused Flash

• Soft natural light (like early morning or cloudy day) gives the best macro results
• Use white paper to bounce light or your hand to gently shade direct sun
• If using flash, try diffusing it with a tissue or tape for a softer effect

🧍‍♂️ 5. Steady Yourself

• Use both hands, brace against something, or use a tripod for stability
• Try your phone’s timer or remote shutter (via headphones or Bluetooth) to avoid shake

🧽 6. Clean Your Lens

• Macro shows everything—including dust and fingerprints
• Always wipe your lens gently before shooting

🌀 7. Explore Textures & Patterns

• Get creative with leaves, feathers, skin, fabrics, ice, fruit, rust, insects—anything with rich texture
• Look for symmetry, contrast, or repetition in tiny subjects

🧑‍🎨 8. Edit Smart

• Use apps like Snapseed, Lightroom Mobile, or your built-in editor
• Adjust sharpness, contrast, warmth, and cropping carefully
• Avoid over-sharpening—it can make things look unnatural

🎯 Bonus Tip: Try Manual Camera Apps

• Apps like Halide (iOS), ProCamera, or Camera+ 2 let you control ISO, shutter speed, and focus manually
• Great for getting extra precision

Macro phoneography is about patience and curiosity. Once you start noticing the tiny wonders around you, you’ll see the world a little differently.

@ f32184ee:6d1c17bf

Ads Fueling Freedom

Ross Ulbricht’s "Decentralize Social Media" painted a picture of a user-centric, decentralized future that transcended the limitations of platforms like the tech giants of today. Though focused on social media, his concept provided a blueprint for decentralized content systems writ large. The PROMO Protocol, designed by NextBlock while participating in Sovereign Engineering, embodies this blueprint in the realm of advertising, leveraging Nostr and Bitcoin’s Lightning Network to give individuals control, foster a multi-provider ecosystem, and ensure secure value exchange. In this way, Ulbricht’s 2021 vision can be seen as a prescient prediction of the PROMO Protocol’s structure. This is a testament to the enduring power of his ideas, now finding form in NextBlock’s innovative approach.

[Current Platform-Centric Paradigm, source: Ross Ulbricht's Decentralize Social Media]

Ulbricht’s Vision: A Decentralized Social Protocol

In his 2021 Medium article Ulbricht proposed a revolutionary vision for a decentralized social protocol (DSP) to address the inherent flaws of centralized social media platforms, such as privacy violations and inconsistent content moderation. Writing from prison, Ulbricht argued that decentralization could empower users by giving them control over their own content and the value they create, while replacing single, monolithic platforms with a competitive ecosystem of interface providers, content servers, and advertisers. Though his focus was on social media, Ulbricht’s ideas laid a conceptual foundation that strikingly predicts the structure of NextBlock’s PROMO Protocol, a decentralized advertising system built on the Nostr protocol.

[A Decentralized Social Protocol (DSP), source: Ross Ulbricht's Decentralize Social Media]

Ulbricht’s Principles

Ulbricht’s article outlines several key principles for his DSP: * User Control: Users should own their content and dictate how their data and creations generate value, rather than being subject to the whims of centralized corporations. * Decentralized Infrastructure: Instead of a single platform, multiple interface providers, content hosts, and advertisers interoperate, fostering competition and resilience. * Privacy and Autonomy: Decentralized solutions for profile management, hosting, and interactions would protect user privacy and reduce reliance on unaccountable intermediaries. * Value Creation: Users, not platforms, should capture the economic benefits of their contributions, supported by decentralized mechanisms for transactions.

These ideas were forward-thinking in 2021, envisioning a shift away from the centralized giants dominating social media at the time. While Ulbricht didn’t specifically address advertising protocols, his framework for decentralization and user empowerment extends naturally to other domains, like NextBlock’s open-source offering: the PROMO Protocol.

NextBlock’s Implementation of PROMO Protocol

The PROMO Protocol powers NextBlock's Billboard app, a decentralized advertising protocol built on Nostr, a simple, open protocol for decentralized communication. The PROMO Protocol reimagines advertising by: * Empowering People: Individuals set their own ad prices (e.g., 500 sats/minute), giving them direct control over how their attention or space is monetized. * Marketplace Dynamics: Advertisers set budgets and maximum bids, competing within a decentralized system where a 20% service fee ensures operational sustainability. * Open-Source Flexibility: As an open-source protocol, it allows multiple developers to create interfaces or apps on top of it, avoiding the single-platform bottleneck Ulbricht critiqued. * Secure Payments: Using Strike Integration with Bitcoin Lightning Network, NextBlock enables bot-resistant and intermediary-free transactions, aligning value transfer with each person's control.

This structure decentralizes advertising in a way that mirrors Ulbricht’s broader vision for social systems, with aligned principles showing a specific use case: monetizing attention on Nostr.

Aligned Principles

Ulbricht’s 2021 article didn’t explicitly predict the PROMO Protocol, but its foundational concepts align remarkably well with NextBlock's implementation the protocol’s design: * Autonomy Over Value: Ulbricht argued that users should control their content and its economic benefits. In the PROMO Protocol, people dictate ad pricing, directly capturing the value of their participation. Whether it’s their time, influence, or digital space, rather than ceding it to a centralized ad network. * Ecosystem of Providers: Ulbricht envisioned multiple providers replacing a single platform. The PROMO Protocol’s open-source nature invites a similar diversity: anyone can build interfaces or tools on top of it, creating a competitive, decentralized advertising ecosystem rather than a walled garden. * Decentralized Transactions: Ulbricht’s DSP implied decentralized mechanisms for value exchange. NextBlock delivers this through the Bitcoin Lightning Network, ensuring that payments for ads are secure, instantaneous and final, a practical realization of Ulbricht’s call for user-controlled value flows. * Privacy and Control: While Ulbricht emphasized privacy in social interactions, the PROMO Protocol is public by default. Individuals are fully aware of all data that they generate since all Nostr messages are signed. All participants interact directly via Nostr.

[Blueprint Match, source NextBlock]

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Who We Are

NextBlock is a US-based new media company reimagining digital ads for a decentralized future. Our founders, software and strategy experts, were hobbyist podcasters struggling to promote their work online without gaming the system. That sparked an idea: using new tech like Nostr and Bitcoin to build a decentralized attention market for people who value control and businesses seeking real connections.

Our first product, Billboard, is launching this June.

Open for All

Our model’s open-source! Check out the PROMO Protocol, built for promotion and attention trading. Anyone can join this decentralized ad network. Run your own billboard or use ours. This is a growing ecosystem for a new ad economy.

Our Vision

NextBlock wants to help build a new decentralized internet. Our revolutionary and transparent business model will bring honest revenue to companies hosting valuable digital spaces. Together, we will discover what our attention is really worth.

Read our Manifesto to learn more.

NextBlock is registered in Texas, USA.

@ 92f1335f:2c8220d1

Chapter 3: The Surge (2021)

The world changed fast in 2021. Bitcoin became front-page news. Celebrities tweeted about it. Companies added it to their balance sheets. Even skeptics started to reconsider.

Jonathan watched the price rocket past $40,000… then $50,000… then $60,000.

He was no longer just “that guy who bought crypto once.” Suddenly, people were asking for advice—his friends, coworkers, even his skeptical dad.

He didn’t become a millionaire overnight, but he made enough to make real changes. He cashed out a portion, paid off his student loans, and took his mom on a vacation she'd always dreamed of.

But he kept the rest. He believed this was just the beginning.

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Texel, the largest of the Dutch Wadden Islands, is a peaceful, windswept escape in the North Sea, known for its wide sandy beaches, unique landscapes, and laid-back island vibe. Just a short ferry ride from the mainland, Texel offers a perfect mix of nature, wildlife, local culture, and coastal relaxation.

🏖️ Top Things to Do on Texel

🚲 Cycle Across the Island

• With over 140 km of bike paths, cycling is the best way to explore
• Ride through dunes, forests, sheep pastures, and cute villages like De Koog and Oudeschild

🌾 Explore Dunes & Beaches

• Visit Dunes of Texel National Park—a coastal dream with rolling dunes, hiking trails, and wildflowers
• Relax on vast, quiet beaches perfect for swimming, kite flying, or just soaking up sea air

🐑 Texel Sheep & Local Farms

• Meet the island’s famous Texel sheep—known for their wool and adorable lambs
• Stop by local farms for cheese tastings, ice cream, or a farm tour

🐦 Spot Wildlife at De Slufter

• A unique salt marsh where tidal water flows in naturally
• Great for birdwatching—home to spoonbills, geese, and waders
• Beautiful walking trails with views over the dunes and out to sea

🐋 Ecomare Marine Center

• Learn about Texel’s marine life, see seals and seabirds, and explore interactive exhibits
• A hit for families and nature lovers alike

🍺 Taste Texel

• Try local specialties like Texels beer, lamb dishes, cranberry treats, and fresh seafood
• Cozy beach pavilions and harbor-side restaurants offer stunning sunset views

🚢 Getting to Texel

• Take the ferry from Den Helder (crossing time: ~20 minutes)
• Cars, bikes, and pedestrians all welcome
• Once on the island, biking or local buses make getting around easy

🏡 Where to Stay

• Choose from beachside hotels, charming B&Bs, cozy cabins, or campsites
• Many places offer serene views of dunes, fields, or sea

@ 6ad3e2a3:c90b7740

There’s an annoying trend on Twitter wherein the algorithm feeds you a lot of threads like “five keys to gaining wealth” or “10 mistakes to avoid in relationships” that list a bunch of hacks for some ostensibly desirable state of affairs which for you is presumably lacking. It’s not that the hacks are wrong per se, more that the medium is the message. Reading threads about hacks on social media is almost surely not the path toward whatever is promised by them.

. . .

I’ve tried a lot of health supplements over the years. These days creatine is trendy, and of course Vitamin D (which I still take.) I don’t know if this is helping me, though it surely helps me pass my blood tests with robust levels. The more I learn about health and nutrition, the less I’m sure of anything beyond a few basics. Yes, replacing processed food with real food, moving your body and getting some sun are almost certainly good, but it’s harder to know how particular interventions affect me.

Maybe some of them work in the short term then lose their effect, Maybe some work better for particular phenotypes, but not for mine. Maybe my timing in the day is off, or I’m not combining them correctly for my lifestyle and circumstances. The body is a complex system, and complex systems are characterized by having unpredictable outputs given changes to initial conditions (inputs).

. . .

I started getting into Padel recently — a mini-tennis-like game where you can hit the ball off the back walls. I’d much rather chase a ball around for exercise than run or work out, and there’s a social aspect I enjoy. (By “social aspect”, I don’t really mean getting to know the people with whom I’m playing, but just the incidental interactions you get during the game, joking about it, for example, when you nearly impale someone at the net with a hard forehand.)

A few months ago, I was playing with some friends, and I was a little off. It’s embarrassing to play poorly at a sport, especially when (as is always the case in Padel) you have a doubles partner you’re letting down. Normally I’d be excoriating myself for my poor play, coaching myself to bend my knees more, not go for winners so much. But that day, I was tired — for some reason I hadn’t slept well — and I didn’t have the energy for much internal monologue. I just mishit a few balls, felt stupid about it and kept playing.

After a few games, my fortunes reversed. I was hitting the ball cleanly, smashing winners, rarely making errors. My partner and I started winning games and then sets. I was enjoying myself. In the midst of it I remember hitting an easy ball into the net and reflexively wanting to self-coach again. I wondered, “What tips did I give to right the ship when I had been playing poorly at the outset?” I racked my brain as I waited for the serve and realized, to my surprise, there had been none. The turnaround in my play was not due to self-coaching but its absence. I had started playing better because my mind had finally shut the fuck up for once.

Now when I’m not playing well, I resist, to the extent I’m capable, the urge to meddle. I intend to be more mind-less. Not so much telling the interior coach to shut up but not buying into the premise there is a problem to be solved at all. The coach isn’t just ignored, he’s fired. And he’s not just fired, his role was obsoleted.

You blew the point, you’re embarrassed about it and there’s nothing that needs to be done about it. Or that you started coaching yourself like a fool and made things worse. No matter how much you are doing the wrong thing nothing needs to be done about any of it whatsoever. There is always another ball coming across the net that needs to be struck until the game is over.

. . .

Most of the hacks, habits and heuristics we pick up to manage our lives only serve as yet more inputs in unfathomably complex systems whose outputs rarely track as we’d like. There are some basic ones that are now obvious to everyone like not injecting yourself with heroin (or mRNA boosters), but for the most part we just create more baggage for ourselves which justifies ever more hacks. It’s like taking medication for one problem that causes side effects, and then you need another medicine for that side effect, rinse and repeat, ad infinitum.

But this process can be reverse-engineered too. For every heuristic you drop, the problem it was put into place to solve re-emerges and has a chance to be observed. Observing won’t solve it, it’ll just bring it into the fold, give the complex system of which it is a part a chance to achieve an equilibrium with respect to it on its own.

You might still be embarrassed when you mishit the ball, but embarrassment is not a problem. And if embarrassment is not a problem, then mishitting a ball isn’t that bad. And if mishitting a ball isn’t that bad, then maybe you’re not worrying about what happens if you botch the next shot, instead fixing your attention on the ball. And so you disappear a little bit into the game, and it’s more fun as a result.

I honestly wish there were a hack for this — being more mindless — but I don’t know of any. And in any event, hack Substacks won’t get you any farther than hack Twitter threads.

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Perched on the northern coast of Poland, Gdańsk is a stunning port city with a unique blend of Hanseatic charm, maritime heritage, and resilience through centuries of dramatic history. With its colorful façades, cobbled streets, and strong cultural identity, Gdańsk is one of Poland’s most compelling cities—perfect for history buffs, architecture lovers, and coastal wanderers.

🏛️ What to See & Do in Gdańsk

🌈 Stroll Down Długi Targ (Long Market)

• The heart of Gdańsk’s Old Town, lined with beautifully restored colorful merchant houses
• Admire the Neptune Fountain, Artus Court, and the grand Main Town Hall

⚓ The Crane (Żuraw) & Motława River

• Gdańsk’s medieval port crane is an iconic symbol of its maritime past
• Walk along the Motława River promenade, with boats, cafés, and views of historic granaries

⛪ St. Mary’s Church (Bazylika Mariacka)

• One of the largest brick churches in the world
• Climb the tower for panoramic views of the city and harbor

🕊️ Learn Gdańsk’s Layers of History

🏰 Westerplatte

• The site where World War II began in 1939
• A powerful memorial and museum amid coastal nature

🛠️ European Solidarity Centre

• A striking modern museum dedicated to the Solidarity movement that helped end communism in Poland
• Insightful, moving, and highly interactive

🏖️ Relax by the Baltic Sea

• Head to Brzeźno Beach or nearby Sopot for golden sands, seaside promenades, and beach cafés
• In summer, the Baltic vibes are strong—swimming, sunsets, and pier strolls

🍽️ Tastes of Gdańsk

• Try pierogi, fresh Baltic fish, golden smoked cheese, and żurek soup
• Visit a local milk bar or enjoy a craft beer at one of Gdańsk’s buzzing breweries
• Don’t miss the amber jewelry shops—Gdańsk is known as the Amber Capital of the World

🚆 Getting There

• Easily reached by train or plane from Warsaw and other major European cities
• Compact city center—walkable and scenic

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Lake Bled is straight out of a storybook—an emerald alpine lake with a tiny island crowned by a church, surrounded by forested hills and overlooked by a clifftop castle. Just an hour from Ljubljana, this Slovenian gem is perfect for romantic getaways, outdoor adventures, or a peaceful escape into nature.

🌊 Top Things to Do in Bled

🛶 Bled Island & Church of the Assumption

• Take a traditional pletna boat or rent a rowboat to reach the only natural island in Slovenia
• Ring the church bell and make a wish—it’s a local tradition!
• Enjoy serene lake views from the island’s stone steps

🏰 Bled Castle (Blejski Grad)

• Perched on a cliff 130 meters above the lake
• Explore the medieval halls, museum, and wine cellar
• The terrace views? Absolutely unforgettable—especially at sunset

🚶‍♂️ Walk or Cycle the Lakeside Path

• A 6 km flat path circles the lake—perfect for a leisurely stroll or bike ride
• Stop for lakeside cafés, photo ops, or a quick swim in summer

🌄 Outdoor Adventures Beyond the Lake

• Hike to Mala Osojnica Viewpoint for the most iconic panoramic view of Lake Bled
• Go paddleboarding, kayaking, or swimming in warmer months
• Nearby Vintgar Gorge offers a stunning wooden path through a narrow, turquoise canyon

🍰 Try the Famous Bled Cream Cake (Kremšnita)

• A must-try dessert with layers of vanilla custard, cream, and crispy pastry
• Best enjoyed with a coffee on a terrace overlooking the lake

🏡 Where to Stay

• Lakeside hotels, cozy guesthouses, or charming Alpine-style B&Bs
• Some even offer views of the lake, castle, or Triglav National Park

🚗 Getting There

• Around 1 hour from Ljubljana by car, bus, or train
• Easy to combine with stops like Lake Bohinj or Triglav National Park