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← The LLM line of research will reach a capability plateau.

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8 connected korrents · 8 moments on record from 7 Apr 2025 to 26 Aug 2026.

Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject The LLM line of researchwill reach a capabilityplateau. FC François Chollet — turned since 2026-08-07 Because an LLM can argue almost any direction competently, the right way to use one for forming an opinion is to make it argue every side. Because an LLM canargue almost any… AK Andrej Karpathy — holds since 2026-03-28 Build for the model six months from now, not the model of today. Build for the model sixmonths from now, not… BC Boris Cherny — holds since 2026-02-25 Even if all progress on LLMs stopped today, LLMs would remain the second most important development in a software career spanning the mid-1990s to now. Even if all progress onLLMs stopped today… TP Thomas Ptacek — holds since 2025-06-02 Large language models could still plateau, and that possibility should be held open even though no evidence of it has appeared. Large language modelscould still plateau… DH David Heinemeier Hansson — holds since 2026-08-26 LLM memory as currently built is a distraction to the model: one old question keeps resurfacing as if it were a lasting interest. LLM memory as currentlybuilt is a distraction… AK Andrej Karpathy — holds since 2026-03-25 LLMs can write a large fraction of the tedious code a developer will ever need to write, and most code on most projects is tedious. LLMs can write a largefraction of the tedious… TP Thomas Ptacek — holds since 2025-06-02 LLMs reverse the usual pattern of technology diffusion: they benefit ordinary individuals far more than they benefit corporations and governments. LLMs reverse the usualpattern of technology… AK Andrej Karpathy — holds since 2025-04-07 The best thing a 17-year-old could do today is learn to build LLMs from scratch and train the most powerful ones they can get hardware for. The best thing a17-year-old could do… PG Paul Graham — holds since 2026-08-23
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