Infinite Loops Saloni Dattani - The Hidden Bottleneck Holding Back the Future of Medicine (Ep. 312)
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Apr 30, 2026 
Saloni Dattani, writer and editor focused on scientific discovery and medical innovation, outlines why medical progress stalls. She discusses the limits of animal models, biased and missing health data, and how clinical trials become the main bottleneck. She explores making trials easier, platform approaches for rare diseases, and how systems and incentives could speed promising treatments to people.
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Clinical Trials Make Or Break Medical Progress
- Clinical trials are the primary bottleneck in bringing effective drugs to patients, often adding a decade to availability.
- Dattani emphasizes testing must occur before widespread availability to preserve randomized comparisons and avoid confounding.
Missing High Frequency Biology Limits Prediction
- Biological processes unfold at microsecond timescales and current datasets lack that granularity, limiting prediction and AI's utility.
- Dattani highlights protein folding speed and enzymatic reactions as phenomena we cannot currently capture or model precisely.
Run Multiarm Platform Trials Not Isolated Ones
- Run platform trials that test multiple drugs against a shared control to increase efficiency and compare options directly.
- Dattani points to adaptive multi-arm trials and the RECOVERY trial as models that saved time and control groups.
