Unverified50% confidenceFactExact time
An agent may confidently submit a PR that looks reasonable on the surface but actually violates the spec, so human review cannot be omitted.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDo not assume the Agent understands which operations can be compromised; when designing workflows, irreversible operations should be isolated separately and require human confirmation.75% similarUnverifiedWhat an Agent generates is a candidate implementation, not a verified conclusion; the output should be brought into CI, with human review and performance baselines retained, so that acceleration work does not become a new source of technical debt.74% 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.74% similarUnverifiedThe success criteria for an Agent must be machine-verifiable, rather than relying on the Agent's own subjective judgment.73% similar
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