Unverified60% confidenceOpinionExact time
Transparent safety mechanisms (such as asking users whether they are willing to wait for a safety check) are more effective at earning the trust of professional users than directly refusing tasks.
2
Sources
60%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
AI用户零忠诚度：谁能干活就用谁
Related Claims
UnverifiedTreating the user as the sole source of trust and requesting confirmation for every sensitive operation produces confirmation fatigue; faced with frequent pop-ups, users gradually become numb and are instead more likely to miss genuinely harmful operations.76% similarUnverifiedConfidence calibration and refusal-to-answer mechanisms are the foundation for products to earn users' long-term trust in high-risk scenarios such as healthcare, law, and finance.76% similarUnverifiedFor business users such as law firms and finance teams who treat privacy as a hard requirement, the transparency of technical implementation is usually an important reference in procurement decisions.75% similar
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