GPT-OSS-120B agents route 9 robots: correction step makes 40/40 runs collision-free, without it only 2/20 survive

peter_richtarik · x · 2026-10-22

In the experiment portion of his thread, Peter Richtárik uses GPT-OSS-120B agents to plan routes for 9 robots on a 16×16 grid (3 agents × 3 robots, collisions penalized at 100 each). With the proposed verification-and-coloring correction, all 40 team runs are collision-free with final gap 5.4–5.9; without it, only 2 of 20 runs avoid collisions and the gap explodes to 313.1. Single-agent and best-of-3 baselines stay safe (95–100%) but perform worse (gap 12.0/18.9), showing unchecked multi-agent merges fail catastrophically.

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