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Oct 21, 2026, 10:55 PM EDT
Microsoft Says Human-Directed AI Helped Prove the 31-Year-Old KLS Conjecture — Unguided Runs on the Same Token Budget Fell Short
Microsoft Research says the 31-year-old KLS conjecture fell to a human-directed agentic search: roughly 100 AI-explored trajectories, pruned round by round, plus parallel independent proofs and a Lean 4 check. Unguided frontier-model runs on the same token budget fell short.
Oct 21, 2026, 8:59 PM EDT
Databricks AI Runtime Goes GA With Serverless NVIDIA GPUs for Training and Fine-Tuning Open Models
Databricks AI Runtime is GA: managed NVIDIA GPUs meet governed Lakehouse data, with NeMo, NGC containers and Nemotron cookbooks for enterprise fine-tuning.
Oct 21, 2026, 8:55 PM EDT
Qwen Code v0.26.0 Ships Daemon Control Commands, Revocable Web Shell Pairing and a Loop-Protection Default That Reminds Instead of Stops
Qwen Code v0.26.0 adds daemon lifecycle commands, listable and revocable Web Shell pairings, artifact records for agent-edited files, and a model.loopProtection default that reminds instead of stopping loops. What operators should check first.

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Explanatory hero graphic: four Gemini 4 Argon agent boxes on the left connect through a bus to in-game chat and shared-memory boxes; a chain of dependent step boxes leads to a red goal box reading Ender Dragon defeated in 27 h 14 m; a green panel reads live dashboard, pause and stop available, no intervention required; and a stats strip lists 2,783 programs, 605 deaths, four agents and no human-written game-specific tools.

October 17, 2026

Four Gemini 4 Argon Agents Beat Minecraft End to End in 27 Hours

Google DeepMind researchers report that four Gemini 4 Argon agents, coordinating only through in-game chat and shared memory, defeated Minecraft's Ender Dragon in 27 hours — 2,783 self-written programs, 605 deaths and no human-written game logic.

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