Perfect Data QA is the Key Unlock for Recursive Self-Improvement

simonguozirui · x · 2026-08-05

A developer points out that achieving perfect quality assurance (QA) for data is arguably one of the biggest unlocks for recursive self-improvement (RSI) in AI. Generating a coding task from a sketch isn't necessarily harder than writing a GPU kernel; the core difference is that for the latter, verifiers are trusted enough to throw autonomous agents at the problem at a massive scale.

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