verteryx

we teach machines to write the appeal letters that get children's healthcare back.

every model lies about the law.
ours doesn't.

47 0

hallucinated citations per 50 appeals — before, and after our architecture. the lab →

47 → 0 hallucinated citations 74% → 93% grounds recall 41 experiments, all public
the overturn the lab research
from the lab: AI cited fake law in 47 of 50 appeals. our architecture cut it to zero. →
verteryx llc · built in the open