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lol, "if only someone had warned us about this sort of thing?!"

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  • RSS Data Breach

    Uncategorized technology rss privacy
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    RSS Data Breach “My RSS feed has had a data breach. Your personal information may be compromised.”… said nobody ever. #Technology #RSS #Privacyhttps://benjamin.parry.is/collecting/thoughts/2026/02/rss-data-breach/
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    @stefano hahahaha, percussive maintenance has been as old as time!
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    Language models cannot reliably distinguish belief from knowledge and factAbstract-----------«As language models (LMs) increasingly infiltrate into high-stakes domains such as law, medicine, journalism and science, their ability to distinguish belief from knowledge, and fact from fiction, becomes imperative. Failure to make such distinctions can mislead diagnoses, distort judicial judgments and amplify misinformation. Here we evaluate 24 cutting-edge LMs using a new KaBLE benchmark of 13,000 questions across 13 epistemic tasks. Our findings reveal crucial limitations. In particular, all models tested systematically fail to acknowledge first-person false beliefs, with GPT-4o dropping from 98.2% to 64.4% accuracy and DeepSeek R1 plummeting from over 90% to 14.4%. Further, models process third-person false beliefs with substantially higher accuracy (95% for newer models; 79% for older ones) than first-person false beliefs (62.6% for newer; 52.5% for older), revealing a troubling attribution bias. We also find that, while recent models show competence in recursive knowledge tasks, they still rely on inconsistent reasoning strategies, suggesting superficial pattern matching rather than robust epistemic understanding. Most models lack a robust understanding of the factive nature of knowledge, that knowledge inherently requires truth. These limitations necessitate urgent improvements before deploying LMs in high-stakes domains where epistemic distinctions are crucial.»#ai #LLMs #epistemology #knowledgehttps://www.nature.com/articles/s42256-025-01113-8
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    Remarkable how Julian #Assange understands not just #Technology,but also #power. In his book #WhenGoogleMetWikileaks (#OrBooks), #JA understood the true nature of #Google, when most stopped at #Google's slogan: Don't be evil