AgentsUC Berkeley Agentic AI Risk Management L0-L5 FrameworkUC Berkeley CLTC·high signal67-page framework defining six autonomy levels. Covers unsupervised execution, reward hacking, deceptive alignment, cascading compromises.SourceSource pageUC Berkeley CLTC↳ Follow the threadStack layer / ContrastGodot Bans Almost All 'Vibe-Coded' and Autonomous-Agent Contributions to Protect Volunteer MaintainersThe RegisterPolicy dependency / Stack layerIAPS warns on Kimi Claw: security and governance risks of Chinese-hosted 'always-on' AI agentsIAPSStack layer / Update threadVisual Action Outcome Reasoning Alignment Improves VLM Physical ReasoningarXivStack layer / Threat patternArmadin details full sandbox escape in Anthropic's Claude Cowork; Anthropic disputes, silently patchesSiliconANGLEStack layerVera Framework Auto-Generates Agent Safety Tests; 93.9% Attack Success on Production FrameworksarXivStack layerSemi-formal reasoning: force the agent to state premises and trace execution before it verifies a patcharXivStack layerAnthropic Ships Claude Enterprise Admin Controls for Agentic Cost ManagementAnthropicStack layerGoogle Genkit pitched as the full-stack framework for agentic web appsGoogle Developers Blog