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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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 per million tokens, and Mercury 3 claims 1,068 tokens per second — with all benchmarks vendor-run. This week’s ranked table,…
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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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Muse Spark Open: 816B Frontier Weights at $1.25/M
Meta released the open weights for Muse Spark on 15 October 2026: 816B total / 42B active MoE, 1M-token context,…
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AI Coding Agents in 2026: Benchmarks, Costs, and How to Choose
Seven AI coding agents — Claude Code, Copilot, Cursor, Antigravity, Kiro, Codex and OpenHands — compared on Terminal-Bench 4.0 scores,…
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Model Scorecard: Week of 13 Oct 2026 — Meta Enters the Frontier
Meta Superintelligence Labs shipped three models this week — Muse Wonder, Muse Wonder Full, and Muse Spark Open. This scorecard…
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AI Chains Three Chrome Zero-Days in Six Days: What It Means
XBOW used OpenAI’s GPT-5.6 Sol to chain three previously unknown Chrome vulnerabilities in six days, earning Google’s $250,000 maximum bounty…
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Gemini 4 Argon Is GA: Top Accounting Score at $0.11/Task
Google’s Gemini 4 Argon went generally available October 13 at a $2/$10 per million token intro price — 5× cheaper…
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