Evidence
Follow the action.
Inspect the result.
Recorded workflows, model updates and research results show different parts of the World0 cycle.
CRM / Training and retest
104 episodes. Nine model updates.
Inspect the actions, rewards, checkpoint and all 16 development pairs.
Finance / Evaluation
20 attempts. 11 passes. Nine failures.
See the complete original batch and the separate environment checks.
Refinery / Operating decisions
Two recorded agents, 43 actions.
Follow decisions through plant constraints and business state.
Research / Pricing and inventory
Study behaviour across repeated decisions.
Explore retained methods, scenarios and outcome records.
What does success mean in your environment?
Define what your agent needs to do, the tools it uses, and what a correct outcome looks like.