Discussion: Gamechanger for quality control

Saw an interesting discussion on r/LocalLLaMA about this — wanted to bring it here. **Original topic:** Gamechanger for quality control > This looks like a gamechanger, basically the model layer for implementing the equivalent of unit testing in AI workflows, or just for RL. I haven't seen a model like this in the open yet, and qwen 235 was always the strongest reasoning model. [https://huggingface.co/nvidia/Qwen3-Nemotron-235B-A22B... What are your thoughts? Has anyone here dealt with AI workflow? --- *Discuss more at [0n MCP](https://www.0nmcp.com) — the hub for [0nMCP tools](https://www.0nmcp.com).*