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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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 four-step evaluation process — golden datasets, contamination-aware benchmarks, head-to-head judging, and deployment gates — that actually predicts whether a new…
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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…
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Grok 4.6 vs Fable 5 vs Sol: Frontier Benchmarks 2026
Grok 4.6, Claude Fable 5, and GPT-5.6 Sol are separated by just one point on the Artificial Analysis Intelligence Index…
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OpenAI Opens Frontier AI to 100,000 Academic Researchers
OpenAI’s ChatGPT for Academic Researchers program is now oversubscribed after 13,000+ first-wave applications. Here’s what the selected 10,000 scientists actually…
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Kimi K3: The Largest Open-Weight Model Ever, Benchmarked
Moonshot AI released Kimi K3 on July 27 — 2.8 trillion parameters, MIT license, first place on the Frontend Code…
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SpaceX Owns Cursor: What Changes for 4 Million Developers
SpaceX closed its $60B acquisition of Cursor on August 14, just two days after releasing Grok 4.6 as the editor’s…
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Gemini 3.7 Flash: What the Numbers Actually Show
Gemini 3.7 Flash landed on August 13 with a 16.7-point DeepSWE jump and the best AutomationBench score in its class…
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AI Research Agents: The Data Quality Reckoning
Sakana AI’s AI Scientist passed peer review at an ICLR workshop in early 2026 — a genuine milestone. Independent analysis…