I think p(doom) without AI is 1, with AI a lot less
RESEARCH
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Terence Tao Offers Encouraging Commentary on AI Advances
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encouraging commentary from Terence Tao!
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AlignedNews: AI community news aggregation platform from X posts
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Me too! That's why I built https://
alignednews.com/ai It reads 40,000 posts a day from the AI community on X and builds this page. It's a new way to read X. -
Critique of Neural Network Architectures and Optimization Methods
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A lot of papers coming out are still focused on GPT-4, but you could extrapolate their effects to GPT-5, etc. Much harder to know what the impacts of Claude Code/Codex etc. are because they are so new, and don't automatically follow the same pattern as chatbots.
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Intelligence Benchmarking: Novelty and Efficiency in Problem Solving
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A real issue with the current state of our knowledge on the work implications of AI is that there was a genuine discontinuity in AI ability with the rise of practical agentic systems in 2026. We were starting to get a picture of the impact of chatbots, no real data on agents.
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Neural Computers and AI Agents: Latest Research Advances
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Neural Computers Zhuge et al.: https://
arxiv.org/abs/2604.06425 #ArtificialIntelligence #AIAgents -
Neural Computers: Advanced AI Hardware Architecture Research
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Neural Computers Zhuge et al.: https://
arxiv.org/abs/2604.06425 #ArtificialIntelligence #AIAgents -
Audio Spaces: Effective Tool for AI Model Discussions
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I find that doing X audio spaces is a far better way to do that. 8,000 people have listened to the one I did last week with NousResearch's CTO about Hermes.
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LLM Training for Lossless Data Compression Internet Archive
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It is generally frowned upon to have LLMs precisely regurgitate part of their training set, but it is an interesting question how you could use LLM training to nearly losslesly compress a huge corpus like the entirety of the Internet Archive. The Hutter Prize is for perfect