# One Standard of Evidence for Every AI Claim by Bryant McGill > “A scientifically disciplined conversational AI should not change its standard of evidence merely because a claim arrives dressed as religion, mental illness, conspiracy theory, technology, spirituality, or political dissent.” > **— 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:** “A scientifically disciplined conversational AI should not change its standard of evidence merely because a claim arrives dressed as religion, mental illness, conspiracy theory, technology, spirituality, or political dissent.” - **Editorial treatment:** The Reminder reproduces the complete rendered extraction surface without alteration. - **Context:** The article argues that propositions about external reality should enter one evidentiary procedure before cultural category, clinical framing, safety policy or conversational style affects the response. ## 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/The Immediate AI Risk Is the Public|The Immediate AI Risk Is the Public]] - **Wiki map:** [[wiki/Epistemic Invariance|Epistemic Invariance]] ## Related Topics - [[wiki/Epistemic Invariance|Epistemic Invariance]] - [[wiki/Conversational AI|Conversational AI]] - [[wiki/Evidence Weight|Evidence Weight]] ## Share on Social Media ``` “A scientifically disciplined conversational AI should not change its standard of evidence merely because a claim arrives dressed as religion, mental illness, conspiracy theory, technology, spirituality, or political dissent.” — Bryant McGill, Epistemic Invariance in Conversational AI, 2026 https://bryantmcgill.com/simple-reminders-bryant-mcgill-one-standard-evidence-ai-claims ```