Unverified50% confidenceOpinionExact time
Security reputation produces a halo effect, causing users to possibly lower their vigilance toward a specific vulnerability, or to assume that official audits have exhausted all possibilities.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMainstream platforms generally adopt a vague moderation strategy, for reasons including: avoiding users probing moderation boundaries to evade the rules, reducing the risk of moderators being harassed or retaliated against, and reducing legal self-exposure.73% similarUnverified过度透明地暴露营销意图反而会激发用户更强的防御心理，而完全隐藏意图的软性操纵可能在用户毫无防备时达成转化73% similarUnverifiedControlling agents' capability boundaries and access permissions may be more effective at curbing runaway risks than post-hoc auditing.72% similarUnverifiedTransparent 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.71% similar
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