How can buyers detect answer leakage in generated routing evaluations?
Hidden destination clues in identifiers, templates or retrieval results can make an evaluation appear successful without testing the routing capability buyers intended.
**What counts as answer leakage?**
Leakage occurs when the agent can recover the expected outcome from information that bypasses the intended decision. A request identifier that encodes its target queue, or an agent-visible note containing the evaluator's answer, can invalidate the task.
**Where should buyers look?**
Inspect filenames, record ordering, template phrases, metadata and tool responses as well as the main request text. A retrieval index can expose evaluator annotations even when those annotations are absent from the initial prompt.
**Can split design also create leakage?**
Yes. Closely related requests or shared template families across training and evaluation splits can let the agent recognise a pattern without resolving the business context. Buyers can ask for grouping rules that keep related generated cases together and for a description of remaining shared structures.
**What is a useful diagnostic?**
Remove the business evidence and test whether a simple baseline still predicts destinations from incidental fields. Unexpected success warrants inspection. It does not automatically prove leakage, but it identifies shortcuts that need explanation before the evaluation supports a purchasing or deployment decision.
Audit the full agent-visible surface for shortcuts before interpreting routing scores as evidence of process understanding.
- Audience:
- Agent developers
- Content type:
- FAQ
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
- How can buyers test whether an agent uses the right evidence to choose a destination?
- Which evaluation hooks reveal whether a routing action preserved the required handover?
- What should buyers inspect before using a generated routing corpus?
- How should evaluation handle a destination that changes while the agent is working?
- What should buyers check in generated content before trusting agent scores?
- How can an evaluation expose routing behaviour that keeps work moving without resolving ownership?