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This week in AI: This issue is built from the links the AI experts we follow shared over the past three days. Updated 2026-10-08
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#536 Top AI models failed a test of inventing new AI research
This issue is built from the links the AI experts we follow shared over the past three days. Most of them look ahead: whether AI can do AI research on its own, who gets a say in governing it, how it is moving into war planning, and how it is moving onto personal computers....
AI Attention This Week
From the AI Weekly Index — what 11 years of coverage says about this week. Updated weekly.
Fastest riser
Robotics — ▲ +175% story volume vs last week (33 vs 12 tracked stories)
Most covered
Anthropic — in 15 of the last 20 issues · 64 tracked stories this week
Biggest fall
Hugging Face — ▼ -63% story volume vs last week (3 vs 8 tracked stories)
Dominant theme
Tools & capabilities — 79 of 391 tracked stories this week
The Editor's Blog
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4B Process Judge Beats GPT-5.4 and Claude Opus on 3.2K Outcome Labels
VisionWeave: 2.3× MLLM Throughput, 98.9% Benchmark Performance, 43% Fewer Visual Tokens
XMax Buys GaN Chip Maker Targeting AI Power Infrastructure
MLLMs Hide a Linear Spatial Subspace; S-Space Rotation Raises SpinBench from 61% to 94.5%
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Latest Issue
This issue is built from the links the AI experts we follow shared over the past three days. Most of them look ahead: whether AI can do AI research on its own, who gets a say in governing it, how it is moving into war planning, and how it is moving onto personal computers....
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#535AI got too expensive, so companies are moving to cheaper models #534Universities cannot grade their way out of AI Altman sold a $500B AI race. Now he wants the brakes. #533Meta tested human callers behind its AI phone agent Smarter agents, bigger attack surfaces Browse archive →Newsletters
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XMax Buys GaN Chip Maker Targeting AI Power Infrastructure 4B Process Judge Beats GPT-5.4 and Claude Opus on 3.2K Outcome Labels VisionWeave: 2.3× MLLM Throughput, 98.9% Benchmark Performance, 43% Fewer Visual Tokens MLLMs Hide a Linear Spatial Subspace; S-Space Rotation Raises SpinBench from 61% to 94.5% AI Short Dramas Are Climbing Fast Guides → Glossary → Courses → Search →Alerts
Microsoft Unveils Maia 300 Inference Chip on TSMC N2P, Plans Multi-Gigawatt Azure Deployment in 2027 Linus Torvalds Pushes Linux Kernel Branch Co-Written With Claude Code, Triples Small-Read Throughput AMD Debuts Helion Rack Reference With 32,768 Zen 6 Venice Cores for Agentic AI, Ships November All alerts →
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