2/ So when you prompt it to “be cautious” or “never state unverified info”… It doesn’t actually get more reliable. It just learns to write like someone trying to be cautious. Keyword: “trying.”
ETHICS
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LLMs: Predicting language, not understanding truth or facts.
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1/ Everyone says: "LLMs don’t understand language – they predict it." Correct. But that also means:
They don’t understand truth, accuracy, or even verifying a fact. They only learn how people talk about facts. -

LLMs improvise, not hallucinate: the uncomfortable truth
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LLMs don’t “hallucinate.” They improvise. Calling it a bug is just a polite lie. Here’s the uncomfortable truth about how AI really “thinks” And why your prompt can’t fix it :
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California SB 53: Thoughtful AI governance framework debate
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The question is whether we’ll develop AI governance thoughtfully today, or reactively tomorrow. SB 53 offers a solid path toward the former. We encourage California to take it. Read more:
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European Commission launches AI transparency guidelines consultation
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Commission launches consultation to develop guidelines and Code of Practice on transparent AI systems | Shaping Europe’s digital future https://
digital-strategy.ec.europa.eu/en/news/commis
sion-launches-consultation-develop-guidelines-and-code-practice-transparent-ai-systems
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#digitaleu #AI #digital @DigitalEU @ArturHabant @elaniazito -
Society experiencing slow-motion decline since then
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Society has been a slow-motion train wreck since then
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Death as Innovation: Steve Jobs on Life’s Greatest Challenge
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As Steve Jobs said, ‘Death is the single biggest innovation of life’.
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Accepting Fragility as Liberation in Technology
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Maybe, once you accept its fragility, it’s liberating?
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Deep Learning Generalization: Interpolation Versus Causal Understanding
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When you store your knowledge and skills as parametric curves (as all deep learning models do), the only way you can generalize is via interpolation on the curve. The problem is that interpolated points *correlate* with the truth but have no *causal* link to the truth. Hence
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LLMs Replace Humans in Academic Paper Reading Groups
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humans in paper reading groups have been replaced by llms
