AI Med Tutor Podcast

Repeatedly missing questions after studying? Dr. Randy Clinch and Maya Brooks introduce the Repair Check: assess whether you can retrieve, transfer, and perform—and choose a more targeted next step.

Learn how to make the next best study move every evening. Dr. Clinch and Maya Brooks share a 3-step decision framework to diagnose your learning needs, choose the right task, and define success.

Learn a reusable 4-week rotation study plan: decode requirements, choose resources, build content knowledge, use questions, repair weak spots, and peak for the shelf exam.

Use q-bank scores as signals, diagnose content vs reasoning vs mechanics problems, then choose the smallest repair and retest.

Learn how to turn each rotation into exam prep by using question banks early, shifting from teacher to simulator, and carrying forward key patterns.

Why activity alone doesn’t improve scores—and how to diagnose, repair, and retest your study process for better results.

Learn to personalize Level 2 or Step 2 prep with performance data: collect, interpret, prescribe, test, and adapt your study plan.

Learn how to use Pattern Cards to build pattern recognition, repair weaknesses, and prepare smarter for Step 2 and Level 2.

Use clinical rotations to diagnose gaps, repair weaknesses, and prove progress after a COMLEX Level 2 or USMLE Step 2 failure.

Learn a simple end-of-rotation reset to retain key patterns, fix recurring mistakes, and maintain knowledge for future rotations and Step exams.

Use primary, maintenance, and repair layers to turn each rotation into Shelf, COMAT, and Step 2/Level 2 prep without adding a separate study plan.

How to recover after a below-benchmark practice score: find the signal, diagnose the bottleneck, repair precisely, and prove improvement.

Learn why getting the diagnosis right isn’t enough—build stronger clinical reasoning by comparing alternatives, avoiding anchoring, and reviewing how you think.

How to sustain a clinical learning system all year, use uncertainty productively, review patterns, teach others, and grow into a better clinician.

A practical 5-step evening routine for clinical learners: capture, practice, repair, review, and prepare—using patients, pattern cards, and AI questions.

Learn why question banks are for assessment, not first-pass learning, and how AI can create targeted retrieval practice after clinic.

How third-year medical students turn patient encounters into durable clinical patterns using illness scripts and Pattern Cards.

Learn how illness scripts turn facts into patient patterns, sharpen differential diagnosis, and improve board performance during clinical rotations.

How to structure dedicated board prep with minimum viable, standard, and stretch days while protecting energy, questions, review, and recovery.

Use patient encounters to build Pattern Cards, reinforce recall, and prep for COMAT and Level 2 without extra study hours.

A minimum effective dose strategy for mastering biostats and ethics with short question sets, micro-rules, and retesting.

Learn when content review fixes real gaps and when it becomes avoidance. Use precision review, time caps, and retesting to improve question performance.

A focused guide for the last 10-14 days before exam day: keep timed questions, drop new resources, and use data-driven retests to stay calm.

Learn how to build mixed question workouts around look-alike diagnoses to sharpen discrimination, find hinge clues, and improve board prep.

Learn how to respond to a bad question block with calm review, signal-finding, and targeted fixes instead of panic or rewrites.