
Rounding Errors
Judgment isn't cheap.
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About
Confidence is cheap. Judgment isn't.
Rounding Errors is a two-minute daily round for clinicians. Dr. AI gives a confident, plausible answer to a real clinical question — and your job is to add the human read it missed: the safety catch, the patient's story, the question you'd ask first, the thing it didn't consider.
It's not a quiz and there's no score. It's a daily habit for the judgment that AI can't reproduce — and a growing record of what you noticed.
How a round works
• Read Dr. AI's answer — clean, confident, and often incomplete.
• Add your read through one of five clinical lenses.
• See Dr. AI reflect on its own answer, then log your judgment.
• Tap Reflect to continue in Learner+ for reflective CME/CE credit.
Features
• Daily Rounds — one fresh case a day, plus topics drawn from your week.
• Create a Round — start from any topic or question you're thinking about.
• On-device Dr. AI — powered by Apple Intelligence; your notes never leave your phone.
• Your Judgment Chart — a Discernment Fingerprint showing the lenses you reach for, and the ones you don't.
• Challenge Dr. Super Smart AI — optionally pit your read against a frontier model on a single round.
Private by design. Your written note stays on your device. Only a generalized question is ever used to generate an answer — never your note.
Reflective CME/CE credit is delivered by Learner+, a separate service. Rounding Errors is for clinical education only — not medical advice, and not for emergencies or clinical care decisions.
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What's New in Rounding Errors
1.0
July 21, 2026
1
In-App Purchases
$1.99
Challenge Dr. Super Smart AI
Challenge a frontier model to get deeper analysis







