AI Models, Agents & Tools
Anthropic has made 1 million token context windows generally available for Claude Opus 4.6 and Sonnet 4.6, with standard pricing and no long-context premium. This is a significant milestone that dramatically expands what's possible with single-prompt workflows.
A fascinating Noema piece on the emerging dynamic where AI agents are enlisting human workers to gather real-world observations they can't access digitally. This inversion—machines delegating to humans—raises profound questions about the future of labor and AI's real-world impact.
A practical guide on how to structure web content so AI agents can effectively consume and act on it. As agent-driven browsing grows, this may become the new SEO—optimizing for machines rather than humans.
Andrej Karpathy's classic 2016 guide to navigating a PhD is resurfacing on Hacker News, offering timeless advice on research, motivation, and advisor relationships. Still highly relevant for anyone considering or currently in a graduate program.
Privacy, Surveillance & Security
Senator Wyden is again sounding alarms about classified NSA surveillance activities under Section 702, warning the public will be "stunned" when details emerge. The piece highlights the ongoing tension between national security secrecy and public accountability.
An investigative deep dive tracing the money and lobbying behind age verification legislation across 45 US states, revealing a coordinated network of nonprofits and funders. A significant piece of research on privacy-threatening legislation disguised as child protection.
UNSW researchers have developed a novel steganographic technique using 'negative light' that can conceal data transmissions within ordinary optical signals. The technology could enable covert communications channels that are virtually undetectable by conventional monitoring.
A security researcher discovered 39 Algolia admin API keys accidentally committed in open source documentation sites, potentially allowing attackers to manipulate search indices. A stark reminder of how easily secrets leak into public repositories.
Building Software & Solving Real Problems
Simon Willison · simonwillison.net
Craig Mod describes how after years of struggling with off-the-shelf accounting software, he built his own custom solution in just five days using AI assistance. A compelling example of how AI is empowering individuals to solve their own bespoke, meaningful problems.
John Carmack weighs in on the growing tension between open source communities and anti-AI activists, arguing for a pragmatic approach to AI integration. His perspective carries weight given his decades of influential open source contributions.