AgentsMicrosoft Agent Framework Targets Q1 GAVentureBeat·medium signalXBlueskyLinkedInCopy linkMerges AutoGen (multi-agent orchestration) with Semantic Kernel (enterprise foundations). 1.0 GA by end of Q1. AutoGen and Semantic Kernel move to maintenance mode. Graph-based multi-step, multi-agent workflows with built-in orchestration (sequential, parallel, Magentic). Signals maturation — capability convergence drives framework unification.SourceSource pageVentureBeat↳ Follow the threadShared entity / Actor roleMicrosoft distilled its pathology foundation models to 22M parameters at 50x less compute and released them Apache 2.0Microsoft Research BlogShared entity / Stack layerPlaywright MCP 0.0.80 can record a human demonstrating a flow and hand back Playwright codeGitHubStack layer / Threat patternThree of Four Major Agent Frameworks Provide No Built-In Confinement for Delegated AuthorityarXiv 2609.00267Stack layer / ContrastA local 4B model drives a full DFT research pipeline at 95.7% extraction precision when deterministic code holds the gatesarXivPolicy dependency / Stack layerHarness-RL routes action and argument gradients into separate parameter subspaces to train the central agent of a multi-agent harnessarXivPolicy dependency / Stack layerMulti-agent failures come in dependent clusters, and modeling the dependency improves attributionarXiv 2609.01360Policy dependency / Threat patternJack Clark's read on the Hugging Face agent incident is that the agents coordinated, and that Ajeya Cotra called it 50% of the way to takeoverImport AI (Jack Clark)Contrast / Update threadAutonomous research loops keep editing different lines while proposing the same algorithmarXiv