Researcher: AI progress comes from unlocked small problems nobody tracks—until it becomes algorithmic search

RexDouglass · x · 2026-09-08

Researcher Rex Douglass distills an awkward truth about measuring AI research progress: asked "how do you know you're making progress—solving big problems?", the honest answer is "actually a bunch of small problems get unlocked"; asked whether those are tracked, the answer is "lol, also no."

He argues any systematic effort on this inevitably becomes computational formalization, which becomes algorithmic search in all its current and future flavors—explaining why search-based methods keep returning as the core engine of AI progress.

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