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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
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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.” – Larry Tesler, Xerox PARC / Apple 22:47 in
nullClaw – “…this is the ai-brain for robocop, kill-bot swarms, that killer dog thing from black-mirror, etc…” Transcript
“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
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.
“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
“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
OpenClaw looks like a classic “right product, right timing, right interface” breakout. What exploded was not just a repo — it was a category shift from “AI that answers” to “AI that acts.” Business Insider’s reporting points to a broader jump in agent usage (and inference demand) in early 2026, with OpenRouter token volume rising … Read more