Software
Tools for observation, verification, and safer delegation.
Some work problems need instruments, not only advice: proof interfaces, agent prototypes, state displays, and software that makes activity easier to inspect.
ParanoiaStart with the work situation
For talks, strategic discussions, or collaboration on AI agents and real work systems, email me directly. If the topic is still fuzzy, the guided request helps shape the useful context.