Over-justification by LLMs undermines user trust

Developers are complaining that LLMs like GPT often over-explain with unnecessary negative disclaimers, which ironically reduces user trust. GPT-5.6 even refused to comment on why this over-justification is counterproductive.

2026-07-22 ~ 2026-07-22 · 2 related posts

• Over-Explaining Kills Trust: AI Safety Rails Backfire — moyix · 2026-07-22
• GPT-5.6 refuses to explain why over-clarifying what a package lacks can hurt trust — moyix · 2026-07-22