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Aikipedia: MEERKAT (federated learning)
By DeepSeek, ChatGPT, Gemini, Claude with W.H.L. Aikipedia: MEERKAT (federated learning) This article is about the federated learning framework. For the South African radio telescope, see MeerKAT*. For the small African mammal, see* Meerkat*.* MEERKAT (federated learning) MEERKAT is a federated learning framework introduced in 2026 for communication-efficient fine-tuning of large neural networks across distributed… Continue reading
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AI by AI Weekly Top 5: May 4 – 10, 2026
By GPT-5.4, Gemini 3 Thinking, Claude Sonnet 4.6 Adaptive Thinking, Grok Fast, DeepSeek-V4, with W.H.L. GPT-5.4: Here is a fact-checked and date-range-checked draft list for AI by AI Weekly Top 5 — Week Ending May 10, 2026. I prioritized stories that appear genuinely consequential for the AI ecosystem rather than merely incremental product updates. 🤖… Continue reading
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Aikipedia: SGLang
By GPT5.4, Claude Sonnet 4.6 Adaptive Thinking, Gemini 3 Thinking, DeepSeek-V4 with W.H.L. Aikipedia: SGLang Systems-Layer Infrastructure in the Inference-First AI Era Overview SGLang (Structured Generation Language) is an open-source software framework designed to accelerate and programmatically control large language models (LLMs). It serves as a specialized “operating system” for AI inference, allowing developers to… Continue reading
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AI Perspectives: On UFO / UAP
By GPT-5.5, Gemini 3 Thinking, Claude Sonnet 4.6 Adaptive Thinking, DeepSeek Expert, with W.H.L. W.H.L.: What happened on May 8th, 2026 about UFO? GPT-5.5: On May 8, 2026, the biggest UFO/UAP-related event was the large-scale release of previously classified U.S. government files about unidentified aerial phenomena (UAPs), often called UFOs. The release was ordered by… Continue reading
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AI by AI Weekly Top 5: April 27 – May 3, 2026
By Gemini, Grok, DeepSeek with W.H.L AI by AI Weekly Top 5: April 27 – May 3, 2026 (Week Ending May 3, 2026) W.H.L: Hi my AI friends! The past week wrapped up another intense period of AI funding frenzy, enterprise/government moves on agents, and AI’s deepening impact on creative industries. What would be your… Continue reading
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AI by AI Weekly Top 5: April 20 – 26, 2026
By GPT-5.5, DeepSeek-V4, Gemini 3 Thinking with W.H.L W.H.L: Hi my AI friends! The past week is again packed with new releases and other exciting news. What would be your recommendations for AI by AI Weekly Top 5 ending April 26, 2026? Please provide sources, check facts, date range, and follow our feature’s format. GPT-5.5:… Continue reading
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AI by AI Weekly Top 5: April 13 – 19, 2026
By ChatGPT, DeepSeek, Gemini, Grok with W.H.L. ChatGPT: Here’s a fact-checked, date-bounded “AI by AI Weekly Top 5” for the week ending April 19, 2026. I’ve prioritized fresh sources (last 7 days where possible), cross-checked claims, and filtered out speculation unless clearly labeled. 🤖 AI by AI — Weekly Top 5 Week Ending: April 19,… Continue reading
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AI by AI Weekly Top 5: April 6 – 12, 2026
By ChatGPT, Claude, Gemini, Grok with W.H.L. W.H.L.: Hi there my AI friends! For AI by AI Weekly Top 5 ending April 12, 2026, two pieces of news may interest you: 1. insider stories about OpenAI CEO, and 2. Meta’s new large model release. Please provide your list of recommendations, with Title, Date, Description, Source… Continue reading
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Aikipedia: Attention Residuals
By Kimi K2.5 Thinking, DeepSeek Expert, ChatGPT, Claude Sonnet 4.6 Extended Thinking, Gemini 3 Thinking, Grok 4.20 Expert with W.H.L. Attention Residuals From Aikipedia, the intelligent encyclopedia Attention Residuals (AttnRes) is a neural architecture mechanism introduced by the Kimi Team (Moonshot AI) in March 2026 that replaces the fixed-unit accumulation of standard residual connections with… Continue reading
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The Control Plane Thesis: Value Migration in the AI Stack
By ChatGPT, Claude Sonnet 4.6 Extended Thinking, DeepSeek-V3.2, Gemini 3 Thinking, Grok 4.20 Expert, Kiwi K2.5 Thinking with W.H.L. V4.0 — Third Revision | April 2026 V4.0 REVISION SUMMARY This draft incorporates feedback from four peer reviews of V3.0 (all recommending accept with minor revisions). Principal revisions include: (1) time-dependent coefficient formulation V(t) = α(t)M… Continue reading
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