RLVR Is Capped by Verifiers, Limiting Path to Superhuman AI

A discussion argues that RLVR is bounded by human-written verifiers, so post-training can only match top human performance rather than exceed it. Analysts add that domains like theorem proving lack usable gradient signals, locking the approach into an S-curve.

2026-09-29 ~ 2026-09-29 · 3 related posts

• Post-training has a ceiling too: AI will match, not surpass, the best humans — Liu_eroteme · 2026-09-29
• RLVR Can't Prove What Its Verifier Can't: The ZFC Ceiling Argument — Liu_eroteme · 2026-09-29
• RLVR Is Guaranteed to Sigmoid: Verifiers Bounded by Human-Written Math Can't Escape ZFC — Liu_eroteme · 2026-09-29