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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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October 19, 2026

Qwen Code v0.25.3 Ships Snapshot-Isolated Child Agents and Persistent Kubernetes Workspaces

Qwen Code v0.25.3 goes stable with snapshot-isolated read-only child agents, CSI-backed Kubernetes workspaces that persist across sessions, and in-session approval-mode switching that keeps history and drafts.

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