https://loopgain.ai/blog/tags/pre-registration/ Recent content in Pre-Registration on LoopGain Blog https://loopgain.ai/blog/og-default.png https://loopgain.ai/blog/og-default.png Hugo en-us Sun, 07 Jun 2026 09:05:00 -0400 https://loopgain.ai/blog/posts/2000-agent-loop-trials-what-surprised-us/ Sun, 07 Jun 2026 09:05:00 -0400 https://loopgain.ai/blog/posts/2000-agent-loop-trials-what-surprised-us/ A pre-registered benchmark of LoopGain vs fixed max_iterations across 2,000 paired trials and six agent frameworks. The headline is 92.8% cheaper — but the interesting findings are the five things that complicate it.