For decades, the gold standard of medical training has been a slow migration toward the digital. From high-resolution 3D atlases to virtual reality simulations that allow students to “dissect” a virtual body with a click, the goal has been efficiency and accessibility. Yet, as medical education evolves, a growing body of evidence suggests that something vital is being lost in translation: the “feel” of the medicine.
The tension lies in the distinction between explicit knowledge—the facts, formulas, and diagrams found in textbooks—and tacit learning in medical education. Tacit knowledge is the intuitive, unspoken understanding that comes from physical experience. It is the difference between knowing that a gallbladder is located under the liver and knowing exactly how a diseased gallbladder feels under a surgeon’s fingertips.
Recent reflections on the work of Galen, the 2nd-century Greek physician whose anatomical theories dominated Western medicine for over a millennium, offer a surprising blueprint for reclaiming this lost art. While Galen’s specific conclusions were often flawed—largely because he dissected animals rather than humans—his methodology was rooted in a profound commitment to observation and manual exploration that modern pedagogy is only now beginning to re-evaluate.
The Galen Method: Learning Through the Hands
Galen of Pergamon did not treat anatomy as a static set of facts to be memorized. Instead, he viewed the body as a living machine that could only be understood through active engagement. His public dissections were not merely lectures; they were performances of discovery. By manipulating tissues and observing the immediate effects of nerve stimulation, Galen emphasized a form of experiential learning that prioritized the senses over the written word.
This approach mirrors the concept of “tacit knowledge,” a term popularized by philosopher and scientist Michael Polanyi, who famously noted that “we know more than You can tell.” In a clinical setting, this manifests as the “clinical intuition” that seasoned physicians use to spot a subtle change in a patient’s complexion or the specific resistance of a needle entering a vein.

Modern medical students often master the explicit knowledge of anatomy through screen-based modules, but the transition to the operating room can be jarring. The gap between a 2D image and a 3D, bleeding, variable human body is where tacit learning occurs. When students engage in traditional cadaveric dissection, they are not just learning where organs are; they are learning the haptic feedback of different tissue types—the toughness of a fascia, the fragility of a vessel, and the density of a tumor.
Explicit vs. Tacit Knowledge in Clinical Training
The shift toward “competency-based” education has prioritized measurable outcomes, which naturally favors explicit knowledge because it is easier to test. However, the “art” of medicine—the part that defines a master clinician—is almost entirely tacit. This knowledge is transferred not through lectures, but through apprenticeship and repetition.
| Feature | Explicit Learning | Tacit Learning |
|---|---|---|
| Source | Textbooks, Lectures, VR | Physical Practice, Mentorship |
| Acquisition | Reading, Listening, Watching | Touching, Doing, Experiencing |
| Assessment | Multiple-choice exams, Quizzes | Clinical performance, “The Feel” |
| Example | Identifying the Vagus nerve on a map | Isolating the Vagus nerve in surgery |
The danger of over-relying on explicit tools is the creation of a “knowledge illusion.” A student may feel confident after completing a virtual module, but that confidence is often based on the recognition of a standardized image rather than the ability to navigate the anatomical variations found in real patients. Galen’s insistence on direct observation, however imperfect his subjects were, served as a safeguard against this illusion.
The Haptic Gap in the Digital Age
As artificial intelligence and robotics enter the surgical suite, the need for tacit learning becomes even more critical. A robotic surgeon is still relying on a mental map of the body developed through years of tactile experience. Without that foundation, the surgeon is merely operating a machine rather than treating a patient.
Medical educators are now exploring “hybrid” models that combine the efficiency of digital tools with the visceral reality of the anatomy lab. The goal is to use VR to provide the “map” (explicit knowledge) and the cadaver lab to provide the “territory” (tacit knowledge). This ensures that students develop the hand-eye coordination and spatial reasoning necessary for safe practice.
Stakeholders in medical education—from university boards to accrediting bodies—are facing a difficult balancing act. Reducing hours in the anatomy lab lowers costs and increases throughput, but it may inadvertently degrade the quality of clinical intuition in the next generation of doctors. For the patient, the stakes are high; a physician who understands the “feel” of a procedure is often more capable of reacting when a surgery deviates from the textbook plan.
Bridging the Ancient and the Modern
The legacy of Galen reminds us that the human body is not a diagram. It is a variable, tactile entity. By integrating the principles of tacit learning back into the core of medical training, institutions can move beyond the rote memorization of anatomy and toward a more holistic form of mastery.
The path forward involves a renewed emphasis on mentorship and “see one, do one, teach one” models, where the silent transfer of skill from expert to novice is given as much value as the formal curriculum. The objective is not to discard the digital revolution, but to ensure that the screen remains a tool and not a replacement for the human touch.
Disclaimer: This article is for informational purposes only and does not constitute medical advice. For educational standards and medical training guidelines, please consult the American Medical Association or your local medical regulatory authority.
The next phase of this educational shift will likely be seen in the updated accreditation standards for surgical residencies, with several major medical boards expected to review haptic-based training requirements in the coming academic cycle.
Do you believe digital simulations are replacing the “art” of medicine, or are they enhancing it? Share your thoughts in the comments below.
