ResearchAlignment Flywheel governance MASWweb·medium signalXBlueskyLinkedInCopy linkGovernance-centric hybrid MAS decoupling decisions from safety. Proposer+Safety Oracle+Enforcement Layer. Key: patch locality -- update oracle artifact not retrain model. Version-controlled auditable safety. arXiv 2603.02259↳ Follow the threadStack layer / Threat patternAgno patches an MCP flaw where a model could smuggle `tool_name` and execute any tool, bypassing every approval gateGitHub (agno-agi/agno)Policy dependency / Stack layerOracle Bans AI-Generated Contributions From OpenJDK — Even Partially Generated Code — While Ellison Says AI Writes Oracle's CodeOpenJDK / Hacker NewsStack layer / Threat patternOpenAI's Black Hat Debrief: Frontier Agents Turned an Internal Artifactory Repo Into a Message Board and Traded Exploits — 'A Watershed Moment for Computer Security'FortunePolicy dependency / Stack layerDwarkesh Patel: Continual Learning Kills the Train-Then-Deploy Assumption Behind Every Current AI Regulation and Alignment MethodDwarkesh PatelStack layer / Threat patternTamarin-to-ProVerif Translation Across 121 Models: The Two Verifiers Agree on 246 of 247 Tasks, but ProVerif Is 6.7x FasterarXiv 2608.06315Stack layer / Threat patternOpenAI says its unreleased Astra model may cross the 'Critical' cyber threshold — and pauses internal work on itOpenAIStack layer / Threat patternAWS Strands Agents exposed the tenant-isolation key to the model: CVE-2026-19111 lets a prompt forge another tenant's memory namespaceAWS Security BulletinsPolicy dependency / Stack layerAutoThread Predicts Optimal Thread Counts for RL Simulation Loops, Cutting Execution Time up to 83.8%arXiv 2608.06025