https://loopgain.ai/blog/tags/verifier/ Recent content in Verifier on LoopGain Blog https://loopgain.ai/blog/og-default.png https://loopgain.ai/blog/og-default.png Hugo en-us Tue, 09 Jun 2026 09:00:00 -0400 https://loopgain.ai/blog/posts/how-to-design-a-strong-verifier/ Tue, 09 Jun 2026 09:00:00 -0400 https://loopgain.ai/blog/posts/how-to-design-a-strong-verifier/ An AI agent loop is only as right as the verifier that tells it when to stop. We re-graded our own benchmark and found ~1 in 20 'converged' runs were actually wrong. Here's how to build a verifier whose 'zero errors' means correct — oracles over opinions, edge coverage, held-out checks, and equality that means equality.