Unverified50% confidenceFactExact time
mustNotFail cases are hard constraints: any single failure vetoes the release no matter how high the average score, which corresponds to the "safety invariant" idea in engineering.
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50%
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10/18/2026
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Related Claims
UnverifiedIn high-stakes, high-compliance scenarios, hard failure (refusing service) is often preferable to soft failure (making confident errors); binary logic should be retained, or confidence systems should be made to lean toward rejection when uncertain.74% similarUnverifiedThe fail-safe or fail-closed principle means that when the system cannot determine whether an operation is reversible, it classifies it as irreversible and thereby blocks the Agent from executing it, a strategy widely adopted in security-sensitive systems.73% similarUnverifiedTreating inexplicable failures as the norm erodes debugging capabilities, system trust, and introduces security and compliance risks.71% similarUnverifiedThe propose-approve pattern sacrifices some degree of automation in exchange for safety and compliance, and may not deliver an ideal experience for high-frequency, small-amount, low-risk scenarios.70% similarUnverifiedLoss moving in the expected direction is not sufficient to prove successful unlearning; safe behavior requires dedicated testing.70% similar
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