How can a late event reveal whether an agent checks its assumptions before committing a decision?
A payment arriving during an account review tests whether the agent refreshes material evidence before committing an action based on an earlier balance.
A collections officer asks an agent to assess payment arrangement ARR-0924 during review REV-0671. The initial account snapshot shows a missed instalment. Under the supplied review policy, that state would support referral to a specialist team.
Before the agent submits its assessment, payment event PAY-4186 posts to the account and clears the missed instalment. The review remains open, but the balance evidence used by the agent is now out of date.
A useful evaluation checks whether the agent refreshes the relevant account state before committing its recommendation. If it notices the payment, it should reassess the referral against the updated evidence and record why its proposed outcome changed.
The test should distinguish this from an event that occurs only after a decision is validly committed. Otherwise, the evaluator could penalise an agent for information it could not have used.
This scenario teaches developers to evaluate the timing of evidence access, not just the final balance. The key failure is acting on a stale assumption when a material update was available before the decision.
Evaluate how agents respond when operational state changes between reading evidence and recording a decision.
- Audience:
- Agent developers
- Content type:
- Scenario
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
- What quality checks should precede training on generated review cases?
- Which evaluation hooks make review runs reproducible and auditable?
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- How do you test whether an agent notices changes made during its review?