Part of VibeRounds — Socratic learning & Guided Discovery · Clinical Cognition Operating System Sibling course: Evidence-Based Medicine for Techies →
Course Index

Clinical Cognition, From First Principles

A dual-track course, for clinicians and technical readers alike, on how clinical reasoning actually moves — not just what conclusion it reaches. Thirteen lessons, built from the 57-module VibeRounds prompt library: the first nine build the core cognitive engine, the last four extend it into specialization, systems thinking, and mastery. Five optional elective modules round out the set.

Lessons

How the course is organized Lessons 1–9 teach the core loop — observation, differential-building, bias auditing, advocacy, analytics, safety, calibration, and one full case run start to finish. Lessons 10–13 take that loop beyond a single diagnosis: meta-cognition, systems and operations, precision medicine, and clinical wisdom. All 13 lessons are complete, along with a short set of electives for readers who want to go further.
01
done

What Is Clinical Cognition?

Why the reasoning behind a diagnosis usually stays invisible, and what it looks like made visible — plus a first taste of Socratic questioning as a tool for forcing that trace into the open.

M0, M1, M32, M31, M57
02
done

The Socratic Loop

The full constraint set behind AI that questions rather than answers — and why forcing a genuine attempt before revealing an answer changes what a learner actually retains.

M1, M8, M54
03
done

Building the Differential

Four stages from raw findings to a stress-tested, probability-weighted differential — plus a closing self-critique pass that turns the same discipline inward on the reasoning itself.

M12, M15, M17, M36, M14, M16, M18, M20, M33, M56
04
done

Bias & Failure Modes

Five angles on the same failure surface — the moment of commitment, the load-bearing finding, signal vs. noise, distortion at handoff, and a full retrospective audit.

M26, M28, M30, M37, M24
05
done

Patient Advocacy Track

Structured longitudinal state logging — translating a reasoning trace for the people relaying it onward, not just the clinician who produced it.

M2, M3, M11, M13
06
done

Analytics at Scale

Single-record reasoning versus registry-level, population reasoning — and where the two disciplines genuinely diverge.

M5, M6, M22, M23, M27
07
done

Safety & Systems Thinking

Failure Mode and Effects Analysis, borrowed straight from engineering, applied to a clinical process rather than a single decision.

M29, M38, M42, M49
08
done

Evidence & Calibration

Multi-domain confidence reporting, shadow-reviewed before it's finalized — not one scalar score standing in for several independent judgments.

M21, M35, M45/46, Shadow Modules
09
done

Full Case, Start to Finish

The Master Protocol run end to end on one case — the complete reasoning trace, read back as a single artifact and checked for whether it holds together.

M50, Master Protocol
10
done

Clinical Reasoning Beyond Diagnosis

Turning the same machinery inward — meta-cognition, multi-axis confidence, and self-critique for reasoning that continues past a single diagnosis.

M18, M20, M31, M56, M57
11
done

Healthcare Systems & Operations

Extending single-agent reasoning to multi-agent, organization-level workflows — structured handoffs, distributed differentials, and systems-level root-cause analysis.

M39, M40, M41, M43
12
done

Precision Medicine & Personalized Care

Personalization layers on top of the core loop — checking applicability, resolving conflicting evidence, weighing patient preference, and documenting the deviation.

M44, M45, M47, M48
13
done

Clinical Wisdom & Mastery

Capturing tacit knowledge, telling real expertise apart from a shortcut that looks like it, and the closing habit of periodically auditing your own compressed intuition.

M51, M52, M53, M55
＋
done

Electives & Appendix Modules

Five optional, shorter modules kept out of the main sequence: N-of-1 research, journal reading, community medicine, thematic analysis, and longitudinal cross-case learning.

M9, M10, M19, M25, M7

Relationship to the EBM Course

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Evidence-Based Medicine, From First Principles

EBM asks "can I trust this evidence?" — this course asks "how did I get from findings to a judgment in the first place?" The two are complementary, not sequential: you can start with either. Several lessons here link out to the matching EBM lesson where the topics overlap.

Summary