Unverified50% confidenceOpinionExact time
For an accountability system, the cost of incorrectly tracking a non-existent commitment is higher than missing an ambiguous one.
1
Sources
50%
Confidence
Long-term
Relevance
9/24/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen a proactively executing agent makes an error (such as automatically publishing incorrect content), the consequences are more severe than those of a passive tool, placing extremely high demands on alerting and manual confirmation mechanisms.72% similarUnverifiedThere is a risk that a single Agent handling tasks may go off track (hallucinate), potentially misjudging an order and issuing an erroneous full refund.69% similarUnverified有错误提示的报错相对容易解决,真正棘手的是跑通了但结果比论文差且无任何提示的问题68% similarUnverifiedContradictory prompt rules cause the model to fail to perform actions it should have taken, for example, four legitimate refunds that should have been processed were not issued.68% similarUnverifiedIn 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.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/947782API
curl https://kongchang.com/api/v1/knowledge/claims/947782MCP
get_claim(id=947782)