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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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Diagram showing Databricks AI Runtime and NVIDIA partnership feeding into a governed GPU training pipeline from Lakehouse data through model serving, with enterprise customer logos below.

October 21, 2026

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.

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