Caliper validates biomedical claims by running them through an adversarial pipeline that pre-registers the methodology, queries public-data evidence, aggregates multi-trial LLM verdicts with documented dissent, and publishes cryptographically-locked audit chains. The platform exists to catch overclaims — including its own — before they reach the public.