Unverified60% confidenceDecision RuleExact time
The success criteria for an Agent must be machine-verifiable, rather than relying on the Agent's own subjective judgment.
2
Sources
60%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
UnverifiedThe purpose of Agent testing is not to prove that the Agent is correct, but to prove it can be safely deployed; the responsibility of the test suite is to prevent disasters, not to prevent surprises.79% similarUnverifiedAgent的评测必须覆盖结果、过程、系统、成本多个维度，而非单一的成功与否79% similarUnverifiedEach skill in Agent Skills has a built-in verification gate that requires the Agent to provide objective evidence (such as running tests, generating a diff comparison, or providing verification output) before claiming a task is complete, rather than relying solely on verbal claims.78% similarVerifiedWhen selecting an agent inference service, attention should be paid to its end-to-end performance under real agent workloads, rather than only looking at decoding speed on benchmarks.78% similarUnverifiedThe core value of an Agent is automation rather than full automation; as long as an Agent's error rate is lower than that of manual operation, it has application value.76% similar
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