Do we need memory, or do we need a stable internet connection?
Rafai Babar, MBBS
Feroze Mahmood MD
Issue 3 | Volume 2 | August 2026
In 1950, the doubling time of medical knowledge was estimated at 50 years. By 2010 it was 3.5 years. The projection for 2020 was 73 days — a projection whose horizon has already passed.1 Volume is only half of it. What is known does not merely accumulate; it turns over, and a meaningful share of what is taught as settled will be reversed within the career of the person taught it.2 A trainee who memorizes an answer this month may be carrying an expired one by the end of the rotation.
Meanwhile, every one of us walks the corridor holding a device that opens onto more medicine than the libraries our teachers trained in. With a phone in hand, are we not all polymaths? The last individual who could plausibly hold the sum of human knowledge in one head died generations ago. Every resident can now reach all of it in seconds. There are no polymaths left, only people who know what to look for. So it is worth asking, because the trainees are asking it already. Do we need memory, or do we need a stable internet connection?
Here is what the question leaves out. Every search has to be started by someone. Before anyone types a word, a clinician has already noticed that something is wrong. That is the one part nobody can look up.
The operating room makes this visible. It is among the most densely monitored environments in medicine, and every value on the display is available instantly. Not one of them says what is happening. A rising end-tidal carbon dioxide, a climbing heart rate, a rigid jaw. Two of those are on the screen. The third is only available to someone standing close enough to feel it. Reading them together as malignant hyperthermia rather than hypoventilation is not a lookup. No monitor performs it, and no search engine is asked to.
The pattern extends well beyond the operating room. Across 100 cases of serious diagnostic error, the most common contributing factor was faulty synthesis, most often premature closure. Inadequate knowledge was an uncommon cause.3 Those physicians were not short of information, they were short of the suspicion that would have sent them looking for it. The eyes cannot see what the mind doesn’t know.
Which raises an uncomfortable question about how we decide who is any good. If retrieval is universally available, then recall is no longer what separates one clinician from another. Yet the instrument we still use to rank them measures precisely that. A systematic review and meta-analysis of USMLE Step 2 Clinical Knowledge pooled 43 studies. It found a moderate positive correlation with in-training examination scores (r = 0.52, 95% CI 0.45–0.59) and a very weak positive correlation with subjective measures of how residents actually performed (r = 0.19, 95% CI 0.13–0.25).4 The examination predicts the next examination.
The eyes cannot see what the mind doesn’t know
This is not an argument for abolishing examinations. Knowledge is the substrate of reasoning, and a clinician who knows nothing has nothing to notice with. It is an argument about what a score entitles us to conclude, and about what we intend to do next.
Some of this work has already started. Programmatic assessment replaces the single examination with many small observations gathered over time, judged in aggregate by a committee rather than by a cut score.5 Script concordance testing goes further: it presents a case, adds one new finding, and asks how far that finding moves the working diagnosis, scoring the answer against a panel of experienced clinicians.6 Reasoning, not recall, is what gets marked.
Perhaps the trainees are right. Perhaps in 20 years no physician will memorize a dose, and the whole apparatus of recall will look like a historical curiosity — the way we now regard the expectation that physicians compound their own medicines. That would not be a tragedy. Most of what we ask people to hold, they should not have to hold.
The risk was never that trainees would look things up. It was that judgment might be offloaded along with recall.7,8 Even looking things up takes skill: the same question put to a guideline, a database and a chatbot returns three different answers, and deciding which of them your patient deserves is a clinical act. Knowing where to look has quietly become part of knowing.
But if we are going to give something up, we should be precise about which thing cannot go. Retrieval can be outsourced, judgment can be assisted, suspicion has to be yours. Noticing takes about a second and leaves no record. A clinician looks at a patient whose numbers are all acceptable and declines to accept them. Every search that follows, every differential, every call for help begins in that second — and there is nothing on the cart, on the screen, or on the network that will begin it for you. A stable connection will answer anything you ask of it. It will never tap you on the shoulder.
REFERENCES
- Densen P. Challenges and opportunities facing medical education. Trans Am Clin Climatol Assoc. 2011;122:48-58.
- Poynard T, Munteanu M, Ratziu V, et al. Truth survival in clinical research: an evidence-based requiem? Ann Intern Med. 2002;136(12):888-895. doi:10.7326/0003-4819-136-12-200206180-00010
- Graber ML, Franklin N, Gordon R. Diagnostic error in internal medicine. Arch Intern Med. 2005;165(13):1493-1499. doi:10.1001/archinte.165.13.1493
- Shirkhodaie C, Avila S, Seidel H, Gibbons RD, Arora VM, Farnan JM. The association between USMLE Step 2 clinical knowledge scores and residency performance: a systematic review and meta-analysis. Acad Med. 2023;98(2):264-273. doi:10.1097/ACM.0000000000005061
- van der Vleuten CP, Schuwirth LW. Assessing professional competence: from methods to programmes. Med Educ. 2005;39(3):309-317. doi:10.1111/j.1365-2929.2005.02094.x
- Charlin B, Roy L, Brailovsky C, Goulet F, van der Vleuten C. The Script Concordance test: a tool to assess the reflective clinician. Teach Learn Med. 2000;12(4):189-195. doi:10.1207/S15328015TLM1204_5
- Mahmood F. Artificial intelligence in medical education: opportunities, challenges, and the emerging need for critical reflection. Clin Med Educ. 2026;2(1):2-5.
- Sparrow B, Liu J, Wegner DM. Google effects on memory: cognitive consequences of having information at our fingertips. Science. 2011;333(6043):776-778. doi:10.1126/science.1207745