Cherokee Counting Game

I build verification-first workflows for AI-assisted public knowledge, so claims can be checked, challenged, and improved instead of simply trusted. My focus is a falsifiability-first method that turns an interpretation into a reviewable claim packet with clear provenance, explicit uncertainty, and accountable sign-off. I apply this framework to historical and linguistic materials, especially script-related claims and material culture, where confidence can outrun evidence. I publish open, citable releases via Zenodo (DOIs) and maintain versioned documentation and issue-based review on GitHub. Alongside the technical work, I write reader-friendly nonfiction that translates complex evidence questions into clear public-history narratives.