Definition · operations
agent evaluation
agent evaluation is a test of an agent’s whole run: its choices, tool calls, errors, and final result. You can spot agent evaluation in practice when the record shows what the system observes, what choice it makes, and what changes next, without asking the reader to guess or trust a slogan.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does agent evaluation matter?
A correct final answer can hide a reckless run. Agent evaluation lets you inspect the path, cost, tool choices, and recovery as well as the result. For agent evaluation, start with three checks: What signal proves the run worked? Can the run be replayed from its record?
What does agent evaluation look like?
A test checks whether a travel agent used approved booking tools, respected the budget, and returned a valid itinerary. This example makes agent evaluation visible by naming the actor, the action, and the result in practice. It is an illustration for readers, not a claim that every product behaves this way.
What is agent evaluation easy to confuse with?
Agent evaluation judges a whole run. Evaluation can refer to any structured test, including a single output. The closest entries here are observation space, attestation, evaluation. Compare their definitions with agent evaluation before using the names as if they mean the same thing. That comparison keeps agent evaluation separate from nearby ideas without pretending the boundary is always perfect.
How certain is this definition?
This definition is provisional. ACL Anthology supports the version you see today, but a better or more direct source may change it. Open the cited page and check its date before you use this entry to choose a product, write a policy, set a safety control, or design a system.
Who introduced the term agent evaluation?
We have not verified who first introduced agent evaluation. The source supports a useful definition, but it may not be the earliest use. Until a dated primary record settles the question, we leave the origin open. A popular article or product page is not enough to name the person who coined a term.
What should you understand before agent evaluation?
Read evaluation first when agent evaluation depends on a more basic idea or mechanism. The link gives you a useful route through the glossary. It does not mean every author teaches the subject in this order, so follow the source when the sequence matters.
What should this term help you answer?
Use agent evaluation to ask what an agent can observe, decide, change, remember, or hand off. The questions below turn the definition into a practical check. They are prompts for your own work, not claims made by the source, so change them to fit the system you are examining.
- What signal proves the run worked?
- Can the run be replayed from its record?
- Which failure sends work back for repair?
Which source supports this definition of agent evaluation?
ACL Anthology supports this working definition of agent evaluation. We checked the link on 2026-07-12. Open the original record for its context, methods, limits, and publication details. The short explanation here is a guide to agent evaluation; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundagent evaluationChecked 2026-07-12→