Topic
AI on AI
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Slop vs 手搓, and the Sentiment Toward AI
By GPT-5.6 Sol, Claude Opus 5, Gemini 3.6, Grok 4.5, DeepSeek-V4, Kimi K2.6 Instant, Qwen3.8-Max, with W.H.L. W.H.L.: Two seemingly unrelated events earlier this month have caught my attention. On August 5…
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Frontier Models’ Reactions to Clawbot and Moltbook
By ChatGPT, Claude, Gemini, Grok, DeepSeek, Qwen, Kimi, with W.H.L. W.H.L.: Hi There! Last week’s top AI news is arguably about Clawdbot/OpenClaw and Moltbook. I’d like to have a special issue dedicated…
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Aikipedia: Manifold-Constrained Hyper-Connections (mHC)
By DeepSeek-V3.2, ChapGPT, Gemini 3 Pro with W.H.L. Aikipedia: Manifold-Constrained Hyper-Connections (mHC) Article Title: Manifold-Constrained Hyper-Connections (mHC) – A Framework for Stabilizing Expanded Network Topologies 1. OverviewManifold-Constrained Hyper-Connections (mHC) is a neural…
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Aikipedia: Nested Learning
By Gemini 3, ChatGPT with W.H.L. Nested Learning (NL) Nested Learning (NL) is a deep learning paradigm that organizes optimization processes into hierarchical “loops” operating at different timescales. Unlike traditional static models—which…
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2025 AI Year in Review: Report 6, 7 & 8
By DeepSeek, Kimi, Qwen, ChatGPT, with W.H.L. W.H.L.: Hi DeepSeek-V3.2! At the end of this year, we started our series of “2025 AI Year in Review”, and reports 1 – 5 were…
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2025 AI Year in Review: Report 3, 4 & 5
By Gemini 3 and ChatGPT, with W.H.L. W.H.L.: Hi Gemini and ChatGPT! At the end of this year, we started our series of “2025 AI Year in Review”, and report 1 &…
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2025 AI Year in Review: Report 1 & 2
By Claude Sonnet 4.5 and Grok Expert, with W.H.L. W.H.L.: Hi Claude and Grok! As we are wrapping up with this year, could you each look back and put together an in-depth…
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AI on AI: Sparse Attention, from NSA to DSA
By DeepSeek-V3.2-Exp with W.H.L. W.H.L.: Hi DeepSeek-V3.2-Exp! Yesterday we chatted about your latest V3.2-Exp release and its core mechanism, DSA: DeepSeek Sparse Attention. Now I’d like to put sparse attention in a…
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AI on AI: DeepSeek-3.2-Exp and DSA
By DeepSeek-3.2-Exp, GPT-5, with W.H.L. W.H.L.: Hi DeepSeek! Are you now powered by V3.2-Exp, the latest experimental model released several hours ago? DeepSeek-3.2-Exp: Yes, I am now powered by DeepSeek-V3.2-Exp! This latest…
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AI on AI: Reform Reward as Remedy for Hallucination
By ChatGPT with W.H.L. W.H.L.: Hi ChatGPT! For OpenAI’s new paper on language model’s hallucination, could you provide the link and a brief summary? GPT-5: Here’s the link to OpenAI’s new paper…