Augmenting a general-purpose solver with domain-specific heuristics commonly gives it a meaningful performance boost.

Added to korrents 20 Sept 2026 · How quotes work · Something wrong? Tell us

Shared subject first, then similar wording. They may agree or disagree.

• Reasoning will generalize the way instruction tuning did: add enough verifiable domains and, at some point nobody can yet locate, the rest start working on their own. NLNathan Lambert3 Feb 2025
• General-purpose computing has largely run its course; domain-specific acceleration is the way computing keeps scaling. JHJensen Huang15 Apr 2026
• You cannot build an AI that has only the capabilities you want, because the algorithms that solve the problems you want generalize to the ones you do not. EYEliezer Yudkowsky10 Jun 2022
• It is easier to generalize software after solving individual cases than to design the do-everything version first RSRyan Singer25 Sept 2026
• Formal methods are not used everywhere because for most real problems writing down what the function should do is itself a nightmare, and a program that is right ninety-nine per cent of the time is good enough. HWHillel Wayne29 Jul 2026

See this claim on the map