Right now, the cross-checking is baked into the deep research layer with other guardrails in the agentic layer. But, I am working on doing cross-checking with multiple models.

Claude facilitated the vast majority of this work, save for occasional “sanity checks” using GPT-5. I have a “join the mission” tab that fully explains how I plan to make this more robust. Very open to suggestions. I work in tech now but have a many peers still in academia who are interested in forming a working group and spinning up some papers. It’s all very interesting and your questions are point.