Excellent breakdown on locail
LOCAL DEEP RESEARCH SearXNG
AI
DEF CON 33 – Exploiting Shadow Data from AI Models and Embeddings – Patrick Walsh
Wildly frightening. Where does private / copyrighted data actually live in an AI system? https://www.youtube.com/watch?v=O7BI4jfEFwA
An Agent in the Machine Which Represents You 1985
“…an agent in the machine which represents you.” – Larry Tesler, Xerox PARC / Apple 22:47 in
The Svelte Arduino AI Brain for Robocops Robodogs Killbots Botswarms
nullClaw – “…this is the ai-brain for robocop, kill-bot swarms, that killer dog thing from black-mirror, etc…” Transcript
2brain.org
“Your brain was never designed to be a storage system. It was designed to think. Every time you force it to remember something instead of letting it work on something new, you’re paying a tax you don’t see. And in 2026, when AI can multiply what you produce, that tax is more expensive than ever.” … Read more
Codebase Entropy – Human vs Humain
“AI can hold a 200k token context window (150k words) in a form of attention that allows constant cross-referencing across that entire input length… This isn’t intelligence in the human sense, it’s something different: Comprehensive pattern matching across a very large context window, with the ability to apply consistent rules without fatigue or forgetfulness — … Read more
Slainder – First AI Attack on one Human’s Reputation
“On Feb 11, an AI agent decided autonomously to destroy a stranger’s reputation. It started by researching his identity; it crawled his code contribution history; it searched the open web for his personal information — all on its own, and it constructed a psychological profile. This is all true. And then it wrote and published … Read more
Open Data Center Atlas
The IM3 Open Source Data Center Atlas provides locations and facility footprints (when available) of existing and projected data centers across the United States (U.S.). In addition to data center locations, the dashboard also provides complementary information on electricity infrastructure, municipal water supply, and high-speed fiber availability. This dashboard can be used to identify areas … Read more
How (and Why) to Optimize Websites for Agents and Bots vs Humans
It’s been recently promulgated that the majority of website traffic, in general, is by bots, crawls, ai-agents, etc — making the web more computer-to-computer rather than human-to-computer based. Bots as the Majority of Web Traffic? Evidence, Measurement Pitfalls, and a Bot‑First Playbook Executive synthesis on the 51% claim Multiple credible, primary sources now support the … Read more
Before AI Menace, it was MIDI Menace
Decades before AI became a thing, the Musical Instrument Digital Interface became a thing, and all drummers everywhere — it was hyped and menaced and believed — would pretty promptly become obsolete, cast out of want and need! There may have been some of that initially, but drums are drums, humans are humans, and machines … Read more