

NerdMDs StackBytes #8
š§ StackByte Episode Summary (Ep #8 ā āHow Much of Medicine Is Actually an Algorithm? What technologists miss when they try to systematize care.ā)š§ StackByte Episode Summary:In this episode of NerdMDs StackBytes, Dr. Adam Carewe tackles a deceptively simple question: How much of medicine is actually an algorithm? Through sharp reflection and clinical insight, he explores the structured side of medicineāwhere protocols and decision trees save livesāwhile powerfully asserting that the heart of care lies in the gray zones algorithms canāt reach. Itās a compelling call to technologists: true innovation in healthcare requires humility, respect for clinical nuance, and partnership with the humans who carry the burden of care.š Read the full Substack post
š¹ 00:00 ā Framing the Big QuestionDr. Adam Carewe opens with a provocative inquiry: Is medicine just a set of algorithms? He lays out why this question matters now, especially for those building healthcare technologies. The episode promises to untangle what tech can and canāt replicate in medicine.
š¹ 01:52 ā Where Algorithms ShineDr. Carewe highlights the clinical scenarios where algorithms thriveāemergency settings, sepsis bundles, stroke codes. These tools bring life-saving structure and speed to chaotic moments.
āIn emergency medicine and the ICU, algorithms bring order to chaos.ā
š¹ 04:31 ā When the Guidelines Run OutAs the conversation moves into the real-world messiness of medicine, Dr. Carewe underscores how most patients donāt fit cleanly into protocols. This is where clinical judgment, not code, takes the lead.
āMedicine isnāt just executing a flowchart. Itās holding responsibility in uncertainty.ā
š¹ 07:45 ā The Enduring āArtā of MedicineWith historical nods to Hippocrates and Galen, Dr. Carewe reflects on the philosophical and human aspects of medicineālistening, presence, gut instinct, and the courage to act (or not) amid uncertainty.
š¹ 10:18 ā Why Tech Keeps Missing the PointHere, Dr. Carewe critiques the common mindset among health tech founders: seeing medicine as a system to be optimized. He warns that without understanding the emotional and ethical labor of clinicians, even the best tools will miss the mark.
āUntil youāve stood at the bedside at 3 a.m., with a crashing patient and no clear guideline, you wonāt grasp the weight of what medicine requires.ā
š¹ 13:02 ā The Real Future: Collaboration, Not ReplacementDr. Carewe concludes with a hopeful challenge: the future of healthcare isnāt in replacing doctorsāitās in building tools that amplify what humans do best. He calls for a tech-clinician partnership rooted in respect and realism.
If youāre a technologist, clinician, or anyone curious about where medicine meets innovation, this episode is essential listening. For the full essay, visit Dr. Careweās Substack.
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