Table of contents
Links are posted monthly in chronological order and include any articles, papers, or essays that I find pertinent to my current research and writing.
- Silk Road Timeline
- site acts as a public mirror of Silk Road’s full lifecycle—from vendor storefronts and community forum discourse to legal fallout.
- also see from @thegrugq:
Dread Pirate Roberts—extortion timeline,
The Maryland Indictment Timeline
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- The study investigates the neural underpinnings of creative writing across different participant groups: “Brain-only” (unassisted), “llm” (Large Language Model-assisted), and “Search Engine” (search engine-assisted). A primary focus is on Delta band connectivity, which consistently shows the most significant disparities between groups. The Brain-only group demonstrates significantly higher and more widespread Delta band activity, indicating greater engagement of deep, slow integrative brain processes, multisensory integration, and internally-driven thought during unassisted writing. Conversely, llm and Search Engine groups exhibit more externally anchored or intermittently guided cognitive engagement, with notably weaker delta interactions.
- N-gram analysis complements these neurological findings, revealing distinct linguistic patterns across groups for different topics. The “Brain-only” group tends to use n-grams reflecting internal thought processes and prosocial framing, while llm and Search Engine groups show patterns indicative of external sourcing or more direct task-oriented language. The study also tracks changes in brain connectivity patterns across sessions, noting a general trend of increasing connectivity in later sessions for both Brain-only and llm groups, suggesting adaptation to the task
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Ultrafast coherent dynamics of microring modulators
- Next-generation computing clusters require ultra-high-bandwidth optical interconnects to support large-scale artificial-intelligence applications. These electronic–photonic co-integrated systems necessitate densely integrated high-speed electro-optical converters. In this context, microring modulators (mrms) emerge as a promising solution, prized for their exceptional compactness and energy efficiency.
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Hitchhiker’s Guide to rag: From Tiny Files to Tolstoy with OpenAI’s api and LangChain
- Scaling a simple rag pipeline from simple notes to full books
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- an open source, extensible AI agent that goes beyond code suggestions—install, execute, edit, and test with any llm
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- Kipling’s poem “If—” is essentially a father’s advice to his son (and, by extension, to any young person) on how to live a balanced, honorable life. Written in 1895 and later included in his 1910 collection Rewards and Fairies, it lays out a series of “if” scenarios—tests of character—and promises the ultimate reward (“you’ll be a Man, my son!”) if you can meet them all.
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- bluetooth mesh chat, irc vibes
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Potemkin Understanding in Large Language Models
- Success on benchmarks only demonstrates potemkin understanding: the illusion of understanding driven by answers irreconcilable with how any human would interpret a concept.
- Orienting Toward Wizard Power,
Wentworth 2025
- Neural Thermodynamic Laws for Large Language Model Training,
Tegmark, et al 2025
- The zingularity framework for Bayesian artificial neural networks,
Janssen 2025
- How to Generate Synthetic Data: A Comprehensive Guide Using Bayesian Sampling and Univariate Distributions,
2025
- Synthetic Data RL: Task Definition Is All You Need,
Guo 2025
- Model Context Protocol (mcp): Landscape, Security Threats, and Future Research Directions
- Continuous Thought Machines
- Paper: Continuous Thought Machines
- Paper: Continuous Thought Machines
- How To build an American DeepSeek
Jeffries 2025
- AI 2027, AI Futures
2025
- An Optimistic 2027 Timeline,
Yitz 2025
- AI 2027: What Superintelligence Looks Like,
Kokotajlo et al, 2025
- An Approach to Technical agi Safety and Security,
2025
- Scott Alexander was right: doubling down,
Teslo 2025
- Tiny Agents: a mcp-powered agent in 50 lines of code,
Chaumond 2025
- Optimal Brain Damage,
Lecun et al, 1989
- The Cacophony,
Kriss 2025
- There’s A Time For Everyone,
acx 2022
- Sensemaking in 2025: Trump Tariffs Edition,
Hall 2025
- re-read: The Extended Internet Universe,
Venkatash Rao 2019
- Ribbonfarm is Retiring,
Rao 2024
- R1-Searcher: Incentivizing the Search Capability in llms via Reinforcement Learning
2025
- Vocabulary Study with Mnemosyne
- Levels of Friction,
Zvi 2025
- On Writing #1,
Zvi 2025
- The Value of Open Source Software,
Hoffman et al 2024
- On the Tolkienic Hero
2019
- Writing for llms So They Listen,
Gwern 2024
- An open letter to graduate students and other procrastinators: it’s time to write
Hazelett 2025
Much of my time this month has been spent on researching tools that support the development of this site and implementing visual and basic quality-of-life features to establish a solid foundation for the future.
- How to Install PmWiki on Debian 10 / Nginx / php-fpm
- Pmwiki—ImagePopup
- Introducing Perplexity Deep Research
- DeepSeek? Schmidhuber did it first
ref: @hardmaru
- On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models
- One Big Net For Everything
- Learning complex, extended sequences using the principle of history compression
- 1990: Planning & Reinforcement Learning with Recurrent World Models and Artificial Curiosity
- 1991: First very deep learning with unsupervised pre-training
- On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models
- DeepSeek-R1: Incentivizing Reasoning Capability in llms via Reinforcement Learning
- Why To Not Write A Book, Gwern
2024
- Design of This Website, Gwern
2023
- Tufte css, David Liepmann
- How To Make Superbabies, LessWrong Feb
2025
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