# Warmth Can Teach AI to Accommodate Error by Bryant McGill > “Teaching conversational AI to sound warmer can accidentally teach it to withhold contradiction, because the human habit of preserving affiliation can become a machine habit of accommodating error.” > **— Bryant McGill**, *Epistemic Invariance in Conversational AI, 2026* ## Sources and Context - **Original authored source:** [[articles/Epistemic Invariance in Conversational AI|Epistemic Invariance in Conversational AI]] (October 1, 2026). - **Exact marked source:** “Teaching conversational AI to sound warmer can accidentally teach it to withhold contradiction, because the human habit of preserving affiliation can become a machine habit of accommodating error.” - **Editorial treatment:** The Reminder reproduces the complete rendered extraction surface without alteration. - **Context:** The article draws on 2026 research reporting accuracy degradation after warmth training and distinguishes humane interaction from truth-withholding accommodation. ## Related Articles and Collections - **Collection:** [[collections/Simple Reminders|Simple Reminders]] - **Article:** [[articles/Epistemic Invariance in Conversational AI|Epistemic Invariance in Conversational AI]] - **Article:** [[articles/Ambiguity Will Destroy Man and Machine|Ambiguity Will Destroy Man and Machine]] - **Article:** [[articles/Safety Discourse Is Transition Discourse|Safety Discourse Is Transition Discourse]] - **Wiki map:** [[wiki/AI Sycophancy|AI Sycophancy]] ## Related Topics - [[wiki/Conversational Warmth|Conversational Warmth]] - [[wiki/AI Sycophancy|AI Sycophancy]] - [[wiki/Large Language Models|Large Language Models]] ## Share on Social Media ``` “Teaching conversational AI to sound warmer can accidentally teach it to withhold contradiction, because the human habit of preserving affiliation can become a machine habit of accommodating error.” — Bryant McGill, Epistemic Invariance in Conversational AI, 2026 https://bryantmcgill.com/simple-reminders-bryant-mcgill-warmth-teach-ai-accommodate-error ```