Unverified50% confidenceFactExact time
Awas's user flow is: the user pastes ad text, and Awas returns an evidence file and one of three verdicts (STOP, VERIFY FIRST, or NO RED FLAGS FOUND), with no score.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the three complete cases that retained the text check, the idle agent FAILED all three, and the failure reasons were all related to text content, not the tool-call check.61% similarUnverifiedIn invalid input tests, the error message and absence of side effects must both hold simultaneously for a failure to be considered clean, and the database should be completely unchanged before and after.60% similarUnverifiedIt is recommended to write into prompt templates, as a standard tool-calling policy, that execution should stop and be reported after more than N consecutive request failures.59% similarUnverifiedA skip request is rejected if any field is missing, if the results of two runs are consistent, or if the basis for the determination has been modified by the same patch58% similarUnverifiedWhen a query requires multiple pieces of evidence, any-hit records 'only getting part of the evidence' and 'getting the evidence in full' as the same result, leading to inflated metrics and distorted comparison between approaches.57% similar
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