control & evaluation

practical adoption depends on knowing what a technology can access, what it can do, and how its behavior will be assessed.

we examine permissions, approval boundaries, traceability, and evaluation methods in the context of real operational requirements.

questions we’re exploring

• what can a capability access, and what is it permitted to do?
• which actions need human approval?
• how should its behavior and results be evaluated?

these questions guide our research and inform the products we build.