Geoffrey Huntley's one-line thesis: tokens scale, humans don't
kieranklaassen · x · 2026-11-13
AI developer Geoffrey Huntley posted a one-line thesis: "tokens scale humans don't" — tokens can be scaled indefinitely, people can't. The quip, echoed by others like kieranklaassen, distills the core bet of the agent era: massive token consumption as the scaling path, rather than human labor.
More from AGI Musings
- tszzl: local minima are rare in high-dimensional spaces — the greatest whitepill — JensHonack · 2026-11-13
- Ted Chiang Quote Recirculates: Fear of Tech Is Fear of Capitalism Using It — round · 2026-11-13
- Matteo Pasquinelli's four theses on AI's place in the history of technoscience — ArtificialOther · 2026-11-13
- Behzod Sirjani launches Yet Another Magazine to cover AI's missing human layer of work — beh_zod · 2026-11-13
- Replit CEO Amjad Masad: AI writing more reliable code than humans is dangerously close — VraserX · 2026-11-13
- Essay: the technical moat is drying up — what software engineers should do now — dotey · 2026-11-13