Agent Fairness, Execution & Outcome Feedback
R5 connects agent fairness with changes to external state. Under a shared operating profile, it evaluates four stages—Goal, Plan, Execution and Tool—and binds the assessment to the current action version, its permission and the effects subsequently observed.
Discuss this technology
Commit the permitted execution
Verify and feed back
Carry the conditions of an evaluated action through execution and use verified outcomes to inform subsequent decisions.
A clear process.
Traceable decisions.
Evaluate the current action
Check all four stages; a modified action receives a higher version and a complete new evaluation before permission is issued.
Commit the permitted execution
Recheck current conditions, consume the one-use permission and durably record its execution commitment for the designated executor.
Verify and feed back
Compare authenticated effect receipts with expected targets and operations, feed verified outcomes into subsequent evaluations, and block automatic retries while effects remain unresolved.
Where the architecture
can make a difference.
- Agent operations involving APIs, records, messages, permission changes or physical execution.
Permission consumption and an execution commitment do not guarantee success or exactly one external effect.
Discuss Agent Fairness, Execution & Outcome Feedback.
Explore the architecture, relevant licensing scope and a concrete application.
