# AI Comparisons Are Necessary and Insufficient by Bryant McGill > “Comparisons between artificial intelligence and earlier general-purpose technologies are simultaneously necessary and insufficient: they teach us how civilization responds to radical transformation while reminding us that we have never previously transformed the substrate of problem-solving itself at this velocity.” > **— Bryant McGill**, *We Cannot Un-Strike the Match. There Is No Safety. There Is No Retreat, 2026* ## Sources and Context - **Original authored source:** [[articles/We Cannot Un-Strike the Match|We Cannot Un-Strike the Match. There Is No Safety. There Is No Retreat]], October 3, 2026 — the article is the canonical source for this exact standalone extraction surface. - **Public route:** [We Cannot Un-Strike the Match. There Is No Safety. There Is No Retreat](https://bryantmcgill.com/article-we-cannot-un-strike-the-match) — canonical public permalink declared by the article frontmatter. - **Context:** The quotation preserves both the value and the limit of historical analogy. ## Related Articles and Collections - **Collection:** [[collections/Simple Reminders|Simple Reminders]] - **Collection:** [[collections/AI-Science Doomers and Anti-Science Doomers|AI-Science Doomers and Anti-Science Doomers]] - **Article:** [[articles/We Cannot Un-Strike the Match|We Cannot Un-Strike the Match. There Is No Safety. There Is No Retreat]] - **Companion article:** [[articles/Safety Discourse Is Transition Discourse|Safety Discourse Is Transition Discourse]] - **Companion article:** [[articles/The Immediate AI Risk Is the Public|The Immediate AI Risk Is the Public]] - **Companion article:** [[articles/AI-Tech Doomerism and Anti-Science Panic|AI-Tech Doomerism and Anti-Science Panic]] - **Companion article:** [[articles/AI Escape Is the Wrong Metaphor|AI Escape Is the Wrong Metaphor]] - **Wiki map:** [[wiki/General-Purpose Technology|General-Purpose Technology]] ## Related Topics - [[wiki/General-Purpose Technology|General-Purpose Technology]] - [[wiki/Civilizational Transformation|Civilizational Transformation]] - [[wiki/Artificial Intelligence|Artificial Intelligence]] ## Share on Social Media ``` “Comparisons between artificial intelligence and earlier general-purpose technologies are simultaneously necessary and insufficient: they teach us how civilization responds to radical transformation while reminding us that we have never previously transformed the substrate of problem-solving itself at this velocity.” — Bryant McGill, We Cannot Un-Strike the Match. There Is No Safety. There Is No Retreat, 2026 https://bryantmcgill.com/simple-reminders-bryant-mcgill-ai-comparisons-necessary-insufficient ```