false

Definition

Marks something that does not hold under scrutiny — a false positive, a false promise, a false sense of progress. In critique papers it flags a result that looks like evidence but disappears once the evaluation is tightened. Distinct from "error", which quantifies deviation; "false" is a binary judgement about a label or a claim.

Explainers using this term

• Paper Explained: False Frontiers — Diagnosing and Breaking Co-Cheating in Self-Evolving Search AgentsFalse Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents