95% of use cases don't need frontier models — the real frontier is eliminating human effort

teortaxesTex · x · 2026-09-12

• Core argument: any current production model can handle most workflows; the gap is only how much context guidance they need. Gemini Flash, Mistral medium, or even Qwen 27B cover 95% of use cases; stronger models matter for the last few percent.
• teortaxesTex pushes further: the notion of "use cases" itself is wrong — the real frontier is the elimination of human effort, e.g. asking the model to rebuild a half-remembered 2000s demo in Metal from scratch.
• Useful framing for model selection: weak model + more harness work vs. strong model + less effort are both viable routes.

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