AI agent governance gets real when traces capture tool calls, policy decisions, human oversight, monitoring, and audit evidence.
AI Agent Governance Gets Audited in the Trace | Focused Labs
AI agent governance gets real when traces capture tool calls, policy decisions, human oversight, monitoring, and audit evidence.
The Open-Weight Inflection Point: Kimi K3, Claude Opus 5, and Microsoft MAI Signal a Market...
In my agent fleet, role moves the metrics more than the model does — and the role mix differs per model, so pooled comparisons measure the dispatcher.
GPT, Claude, Gemini, Kimi, and Grok were each asked the same question, once, with no coordination. All five picked Bitcoin. Then someone checked their reasoning.