Levels

@Levels

Levels helps you see how food affects your health.

levels.link/bio Joined July 2019

71 Following 41K Followers 3.3K Posts

Latest posts 5

Levels @Levels 3d

Sleep debt doesn’t require extreme deprivation. Consistently getting 30–60 minutes less sleep than you need can accumulate over weeks or months and contribute to adverse metabolic effects.

📺 Watch on YouTube: youtu.be/WxvbJu_GnSo
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Levels @Levels 4d

A bad sleep score doesn’t necessarily mean you had a catastrophically bad night. Marie-Pierre St-Onge says how you feel matters too, and obsessing over one poor wearable score can actually make the next night worse.

📺 Watch on YouTube: youtu.be/WxvbJu_GnSo
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0:54

Levels @Levels 6d

For sepsis, an alert an hour later may not be good enough. Suchi Saria built AI that updates whenever new patient data arrives, continuously looking for deterioration a busy clinical team might miss.

📺 Watch on YouTube: youtu.be/uVEKgSvei4s

0:49

Levels @Levels Nov 2

Build the model. Put it into the workflow. Get clinicians to use it. Prove outcomes improve. Make sure it still works at the next hospital. Suchi Saria on why a good algorithm is only the beginning of medical AI.

📺 Watch on YouTube: youtu.be/uVEKgSvei4s

0:43

Levels @Levels Oct 30

How much autonomy should medical AI get? Suchi Saria’s answer is essentially: earn it. Verify, validate, then trust. The goal is a clinician-machine team that performs better than either one alone.

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