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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Revolut Cuts AI Coding Costs 90% With Self-Hosted GLM-5.3
Revolut moved 2,000 engineers to a self-hosted GLM-5.3 on 56 B200 GPUs and cut AI coding costs by 90%. Here is what David Abitbol revealed about the setup — the token math, the serving tricks, and what regulated teams in…
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Conductor Shuts Down Nov 20: Migrate Your Agents Now
Meta acquired Conductor on November 4–5, 2026. The cloud goes read-only on November 13 and deletes all data from November…
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Claude Code Leaks 2,539 Secrets: Fix Your Repos Now
Apiiro scanned 104,185 public Claude Code approval files and found 2,539 secrets in 1,994 repos — 23 AWS keys, 379…
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Model Scorecard: Week of 3 Nov 2026 — GPT-6 Cyber Lands
GPT-6 Cyber arrives with OpenAI’s highest Preparedness rating and a 48.5% ExploitGym score — but only Daybreak Red customers can…
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Anthropic Message Threads: 35% Lower Latency for Long Agent Sessions
Anthropic’s Message Threads public beta keeps conversation state server-side so agents send only new messages each turn — cutting median…
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HackerRank Chakra: One AI Interview Replaces Three Rounds
HackerRank Chakra went GA on October 5, 2026 after 500,000 beta interviews. It collapses three hiring rounds into one and…
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GDPx Benchmark: AI Agents Score 12%, Cost $428 per Win
SemiAnalysis published GDPx today: 206 agent tasks spanning chip design, biology, finance, legal, and eight other domains. Claude Opus 5.5…
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DeepSeek Super-Agent: Proactive Coding Without Being Asked
DeepSeek open-sourced dsh-superagent on October 31 — an MIT-licensed Router-Worker coding agent that monitors GitHub and Feishu, spawns parallel Workers…
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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…
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