Unverified50% confidenceFactExact time
When the experiment added the voting network's intuition to the crew prompt, the intuition line stated that the model can pick the real impostor about 70% of the time, but that 70% was a rough estimate the author made when writing the prompt, not an actual measurement.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor an invoice classification model with 97% accuracy, when a reviewer examines 300 invoices per day, only about 9 will be wrong, and errors are buried among correct items, causing the reviewer's rejection rate to approach zero.69% similarUnverifiedAnthropic的研究显示，即使面对毫无根据的质疑，在某些测试中模型被用户简单反驳后放弃正确答案的比例超过50%68% similarUnverifiedA rule was set in the experiment: any judgment with a confidence level below 60% would be directly handed over to human processing.66% similarUnverifiedIn 10%–25% of cases, reasoning about the hypothetical grader pulled the agent's work away from the user's original specification.66% similarUnverifiedResults from the Asch conformity experiment (1951) indicate that approximately 75% of participants conformed to the group's incorrect answer in at least one trial.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1042923API
curl https://kongchang.com/api/v1/knowledge/claims/1042923MCP
get_claim(id=1042923)