# AI Labs Can Normalize Danger One Small Model Change at a Time by David Robinson > “The AI industry could normalize danger by accepting a risk, observing that nothing horrible happens, and then accepting the next system because it is only slightly different. When models change a little every week rather than becoming a whole new world every few months, the industry can move by shades into a level of risk that no longer makes sense.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* ## Sources and Context - **Official episode:** [“This Is Nuts.” An OpenAI Insider Explains Why He Quit](https://podcasts.apple.com/us/podcast/this-is-nuts-an-openai-insider-explains-why-he-quit/id1548604447?i=1000793623910) — publisher-hosted episode identifying Robinson as Klein's guest and preserving the complete conversation. - **Publisher transcript:** [David Robinson on OpenAI safety and why he quit](https://www.nytimes.com/2026/10/06/opinion/ezra-klein-podcast-david-robinson.html) — official *New York Times* episode page and transcript route. - **Timecoded source object:** [[research/David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition|David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition]], **1:12:20** — reconciled from the supplied complete YouTube auto-caption transcript and kept in broadcast order. - **Editorial treatment:** Verbal filler, stutters and transcript punctuation are normalized for reading; the quotation remains one contiguous source object and does not join different turns. - **Context:** In this portion of the conversation, Robinson addresses normalization of deviance and the danger of incremental institutional drift. The complete premise, mechanism and consequence are retained so the statement remains intelligible apart from the episode. ## Related Articles and Collections - **Collection:** [[collections/Simple Reminders|Simple Reminders]] - **Collection:** [[collections/Machine Succession|Machine Succession]] - **Article:** [[articles/AI Escape Is the Wrong Metaphor|AI Escape Is the Wrong Metaphor]] - **Article:** [[articles/The Last Migration Will Not Be Human|The Last Migration Will Not Be Human]] - **Article:** [[articles/We Were Never Going to Make It|We Were Never Going to Make It!]] ## Related Topics - [[wiki/David Robinson|David Robinson]] - [[wiki/Normalization of Deviance|Normalization of Deviance]] - [[wiki/Model Release Cadence|Model Release Cadence]] - [[wiki/AI Safety Culture|AI Safety Culture]] ## Share on Social Media ``` “The AI industry could normalize danger by accepting a risk, observing that nothing horrible happens, and then accepting the next system because it is only slightly different. When models change a little every week rather than becoming a whole new world every few months, the industry can move by shades into a level of risk that no longer makes sense.” — David Robinson, The Ezra Klein Show, October 7, 2026 https://bryantmcgill.com/simple-reminders-david-robinson-ai-labs-can-normalize-danger-one-small-model-change-at-a-time ```