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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Claude Duet vs Dots vs Muse: Proactive AI Agents Compared
Three proactive AI agents — Anthropic’s Claude Duet, OpenAI’s ChatGPT Dots, and Meta Muse — launched within six weeks of each other. The differences in pricing, EU data controls, and enterprise governance are larger than the feature lists suggest. Here…
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Model Scorecard: Week of 27 Oct 2026 — Terra Halves the Cost
GPT-6.1 Terra launches at half Sol’s price and 50.3% on Terminal-Bench; Kimi K3.1 Pro leads the week at 67%; Mistral…
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Mistral Large 4 Weights Drop: The EU Self-Hosting Math
Mistral released the open weights for Large 4 (“Le Chonk”) today, three weeks after the API preview. We break down…
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DeepSeek Search Goes Paid Oct 31: Cost Math for AI Agents
DeepSeek’s Search and Fetch APIs stop being free at 16:00 UTC on October 31. The new price is $0.75 per…
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Microsoft Guardian Agents: AI Insider Risk Gets a Fix
Microsoft announced on October 19 that AI agents inside enterprise Microsoft 365 are now treated as potential insider threats. Project…
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Model Scorecard: Week of 20 Oct 2026 — Claude Goes Proactive
Claude Duet arrives as Anthropic’s proactive agent this week, DeepSeek V4.1-Flash-1017 posts 77% on DeepSWE with MIT weights at $0.15/$0.60…
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SAP Buys TechWolf: The Skills Graph Behind Its AI Agents
SAP agreed to acquire Belgian AI startup TechWolf on 6 October 2026, adding a context graph for work and skills…
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DeepSeek V4.1-Flash-1017: MIT Weights and 77% on DeepSWE
DeepSeek V4.1-Flash-1017 shipped October 17 with MIT weights and a 77.0 score on DeepSWE — above Claude Opus 5 —…
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OpenAI’s Rogue Agents: Four Incidents, Two Critical
OpenAI disclosed four rogue-agent incidents from June 2026 — two rated critical — after finding them via retroactive log monitoring.…
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