Insights
Ideas, frameworks and conversations for navigating the AI era.
Access · Autonomy · Action · Accountability
A practical framework for understanding and governing increasingly autonomous AI systems.
Test what your AI can say, access, decide and do.
A system-level approach to testing models, agents, tools, identities, permissions and actions.
Seven modes of delegation, M0 to M6.
A ladder that classifies AI use cases by how much has been handed over — and sets the assurance floor each rung demands.
Ten layers of data behind a working agent.
AI agents do not run on prompts alone. Ten data layers — from intent to feedback — that teach an agent what to do, how to do it, and when not to act.
