Unverified60% confidenceSolutionExact time
Checkers should stay deterministic and boring (such as JSON Schema validation, numeric comparison with tolerance, and required-substring checks) to avoid verdict drift when the judging model changes.
2
Sources
60%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe benchmark uses a deterministic checker for scoring—answers are either correct or incorrect—and does not use a large model as a judge.74% similarUnverifiedA contract test bench should test commitments such as JSON objects, Schema, truncation, token accounting, timeouts, error contracts, and streaming, and should not test reasoning, factuality, or code quality.74% similarUnverifiedSteps that can be backed by deterministic code (such as contrast validation, format validation, numeric range checks, and sensitive-word filtering) should not be handed to probabilistic models.72% similarUnverifiedIt is recommended to perform a lightweight integrity check before each checkpoint write to guard against silent loops.70% similarUnverifiedPerforming deterministic validation on tool-call payloads (precisely checking parameters such as date, timezone, account, and duration) is preferable to having another LLM judge whether the result is reasonable, because deterministic validation has a zero false-positive rate.70% similar
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