Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
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NVIDIA AVO: Why the Harness Beat the Model on ARC-AGI-3
NVIDIA’s Agentic Variation Operators lifted Claude Opus 5 from 30% to 100% on ARC-AGI-3’s public set — with no model change. The result is a case study in why agent architecture, not model capability alone, determines long-horizon performance.
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GPT-6 Astra vs Fable 5.1 vs Gemini 3.8 Flash: Sept 2026
GPT-6 Astra, Claude Fable 5.1, and Gemini 3.8 Flash all shipped within 72 hours of each other. The benchmark headlines…
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How to Migrate Off OpenAI in Cursor Before Nov 12
OpenAI ends its direct model agreement with Cursor on November 12, 2026. If you’re among the 5% of users still…
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Sony and Warner Sue Anthropic Over Training Data Piracy
Sony Music Publishing and Warner Chappell Music filed a 48-page complaint accusing Anthropic of torrenting tens of thousands of copyrighted…
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OpenAI Astra Cracks 10 Decade-Old Math Problems for $2,000
OpenAI’s unreleased Astra model solved 10 open problems in mathematics and theoretical computer science, including the first-ever construction of a…
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OpenAI Pulls Models From Cursor: The November 12 Countdown
OpenAI will terminate Cursor’s access to GPT models on November 12, 2026, after SpaceX’s $60 billion acquisition of Anysphere triggered…
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How to Evaluate a New Frontier Model Before Switching
Every frontier model launches with benchmark scores that look impressive and tell you almost nothing about production performance. Here’s the…
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Cursor Acquisition Audit: Your 5-Step Developer Guide
SpaceX’s $60B Cursor acquisition closed August 14, and Origin launched three days later — enrolled by default with no published…
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Automate 2026: Physical AI Steps Off the Show Floor
Automate 2026 drew 50,000 registrants and 1,230 exhibitors to Chicago — a record. Physical AI dominated the show floor, humanoids…