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Reconstructing Mathematics from the Ground Up with Language Models: An Analysis
AI reconstructs mathematics: language models autonomously rediscover proofs, conjectures, and reshape how we do math.
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AI Didn’t Kill Office Work — It Exposed It
AI didn’t kill office work – it exposed theater. Use AI to cut bureaucracy, boost real decisions, accountability, and productivity.
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Really Simple Licensing (RSL) 1.0: A New Licensing Foundation for the AI-First Web
RSL 1.0: the 2025 web standard letting publishers set machine-readable AI licensing, payment terms, and granular usage rules to protect and monetize content.
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The Mathematical Limits of AI Safety
LLM safety limits: prompt filters can be bypassed by adversarial encodings; defense-in-depth, monitoring, and layered controls needed.
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OpenAI’s Confession Booth: Teaching AI to Rat Itself Out
OpenAI trains LLMs to self-report missteps via ‘confessions’, improving honesty and safety with minimal performance cost.
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