Definition · foundations
passive validation
passive validation is a check that observes or scores work without controlling what happens next. You can spot passive validation 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 passive validation matter?
A score that cannot stop or redirect work may reveal problems without containing them. For passive validation, start with three checks: What can the system observe? What choice can it make? What changes after it acts? The answers should point to visible evidence, not a promise.
What does passive validation look like?
A dashboard grades nightly agent runs but does not block the next deployment. This example makes passive validation 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 passive validation easy to confuse with?
Passive validation observes or scores. An approval gate or active control can determine whether work advances. The closest entries here are passive tool use, perceive-act loop, agent loop. Compare their definitions with passive validation before using the names as if they mean the same thing.
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 passive validation?
We have not verified who first introduced passive validation. 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 passive validation?
Read artificial intelligence (AI) first when passive validation 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 passive validation 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 can the system observe?
- What choice can it make?
- What changes after it acts?
Which source supports this definition of passive validation?
ACL Anthology supports this working definition of passive validation. 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 passive validation; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundpassive validationChecked 2026-07-12→