There was some other research out there that says a weaker model can't just think forever and become a smarter model. What is different about this setup?
The gain comes from checking and restarting, not from reasoning. This harness is built using Mario orchestration which works pretty much like any DAG orchestrator. It's ideal for long repeatable thinking tasks.