Product update
Today's progress
Physicians on DataLaps keep building clinical knowledge through Real AI Training — four tasks per session, roughly five minutes, spanning AI Answer Validation, Clinical Note Labeling, AI Response Comparison, and Transcription Review. The Consensus Cases module, built on double-blind verdicts, has now logged across the platform. The Validator Path continues to structure engagement, moving physicians from 🌱 New (0 verdicts) through 🩺 Contributor (1+), ⚕️ Validator (10+), 🎓 Senior Validator (50+), up to 💎 Expert Validator (200+). There is no admission exam: once a physician is approved, they enter Real AI Training the same day. The Clinical Room, a moderated professional forum for discussing medical current events, remains active alongside these validation workflows.