The IA of AI
Interesting inverse take. “Everyone Is Lying About AI — And It’s Not an Accident”. However, the view does not seem to be from depths of programming.
When an AI Model Trains
When a model trains, it is not “learning facts” the way a human does. It is adjusting billions of numbers so that: Given this sequence of tokens, what token is most likely next? That’s it. No concepts. No understanding. Just probability shaping. But here’s the magic: When trained on enough text — books, code, discussions, … Read more
Agedentity – Age Verification Insanity as means to squash little guys
“AB 1043 passed the California Assembly 76–0 and the Senate 38–0. Not a single legislator voted against it. The bill had the explicit support of Apple, Google, and the major platform companies. Ask yourself why.” Here is a clean, structured extraction from your transcript — focused specifically on: States + Laws Identified 1. Louisiana 2. Utah … Read more
OpenClaw is anything but “private”
“Funny how nobody has pointed out that all those interfaces (Discord, Slack, etc) are owned by Big Bro and are in-stream to ‘get all your data’ just the same but without having to store it all for you (which is the Google Gmail trick). The Claw has grabbed even more for even less for Big … Read more
AI Hallucinations akin to Political Rhetoric
Parallel Proof: AI Hallucinations and the Political “Grift of Gab”. Hidden Rule: Systems That Reward Confidence Produce Endless Nonsense. Introduction Recent research into large language models has revealed a structural reason why artificial intelligence systems sometimes produce confident but incorrect statements. In simple terms, many AI systems are trained in environments that reward producing an … Read more
Excellent breakdown on locail
LOCAL DEEP RESEARCH SearXNG
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