
We need to teach how doubt is not to be feared but welcomed. It's OK to say, "I don't know."
Mátyás Andorka
3.3K posts

@easypocus
consultant in ICM&anaesth.; POCUS: FAMUS+FUSIC supervisor, FUSIC heart, CACTUS lung mentor; regional anaesth.; airway lead; retired ATLS/ETC/ALS/GIC instructor

We need to teach how doubt is not to be feared but welcomed. It's OK to say, "I don't know."











Excellent first lecture in the Difficult Airway Course by @jarrodmosier The difference between complicated and complex; a watch is complicated but airways are complex! Human factors are underestimated: the three foot world view can predominate leading to people trying to “plan a harder” Two cardinal rules: 1. Do not wander into failure 2. Intubate with a team, not an audience






You open ChatGPT. You type the question. A clean, structured answer comes back in three seconds. You read it, it makes sense, you move on. You feel like you learned something. Forty-five days later, a professor walks in and hands you a test you weren't expecting. You don't remember most of it. André Barcaui at the Federal University of Rio de Janeiro ran the experiment to find out if the feeling was accurate. 120 undergraduate business students, ages 18 to 24. All told to spend two weeks researching AI concepts, ethics, societal impacts, technical foundations, and prepare a 10-minute presentation. Sixty used ChatGPT freely. Sixty used textbooks, library databases, articles, and standard web search. Then, 45 days later, with no warning, a retention test. The ChatGPT group scored 57.5%. The traditional group scored 68.5%. Cohen's d was 0.68, a medium-to-large effect. In most grading systems, that's the difference between passing and failing. This is called cognitive offloading. When your brain delegates thinking to an external tool, it reduces the mental effort required during encoding. Effort is what makes memories durable. Struggling to find, synthesize, and connect information is not an inefficiency in the learning process. It is the learning process. ChatGPT removes the struggle and takes the encoding with it. Barcaui calls what the AI group experienced "borrowed competence." The answer was structured, the vocabulary was right, the reasoning felt sound. It just wasn't theirs. And 45 days later, it was gone. The AI group's forgetting curve was steeper and didn't stabilize the way the traditional group's did. The memories weren't just smaller. They were more fragile from the start. You didn't learn it. You borrowed it.










