Unverified50% confidenceFactExact time
Large models from different companies exhibit highly similar apology response patterns when corrected by users (first affirming the other party, then acknowledging the issue, and finally promising to improve)
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/5/2026
First Seen
Valid until: 1/3/2027
Sources
Related Entities
Related Claims
UnverifiedThe high degree of similarity in apology phrasing is the result of multiple companies training independently yet converging on the same optimal solution71% similarUnverifiedConfirmatory questioning is a common design strategy in the industry for mitigating the sense of intrusion and trust erosion caused by "false proactivity," preserving the value of proactive behavior while returning ultimate control to the user.67% similarUnverifiedSocial psychologist Roy Baumeister's research on offense and forgiveness found systematic differences between offenders and the offended in their definitions of a 'complete apology.'66% similarUnverified明确的错误提示比含糊的注册失败提示更友好，能减少客服团队负担63% similar
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