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#25 Testing Deepseek R1 on Complex Medical Tasks. Here's what we found. (GRPO explainer)

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Manage episode 465388764 series 3585389
Content provided by Dev and Doc. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Dev and Doc or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Dev and Doc put Deepseek R1 to the test in a technical and clinical deep dive.

👋 Hey! If you are enjoying our conversations, reach out, share your thoughts and journey with us. Don't forget to subscribe whilst you're here :)

👨🏻‍⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-au-yeung/
🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokr

TIMESTAMPS
00:00 Highlights
04:36 Intro
08:29 response from OpenAI, Anthropic- model training costs, tightening restrictions on China, pricing wars
13:13 what an open-source deepseek means for the world.
15:38 Sam altman and Dario amodei feeling the pressure
23:10 TECHNICAL deep dive - RLHF, ppo, dpo
37:08 GRPO, R1s secret sauce
45:02 the aha moment, learning like a human?
50:25 deepseek R1 training and controversy
59:08 deepseek healthcare evaluation - Ethnic Bias
1:06:17 The diagnostic acid test (fail)
1:12:46 Coding clinical data / Medical billing (shout out SNOMED)

LinkedIn Newsletter https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7216474068085026817
YT - https://youtube.com/@DevAndDoc
Spotify - https://podcasters.spotify.com/pod/show/devanddoc
Apple- https://podcasts.apple.com/gb/podcast/dev-and-doc-ai-for-healthcare-podcast/id1751495120
Substack- https://aiforhealthcare.substack.com/

For enquiries - 📧[email protected]

🎞️ Editor- Dragan Kraljević https://www.instagram.com/dragan_kraljevic/
🎨Brand design and art direction - Ana Grigorovici https://www.behance.net/anagrigorovici027d

  continue reading

28 episodes

Artwork
iconShare
 
Manage episode 465388764 series 3585389
Content provided by Dev and Doc. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Dev and Doc or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Dev and Doc put Deepseek R1 to the test in a technical and clinical deep dive.

👋 Hey! If you are enjoying our conversations, reach out, share your thoughts and journey with us. Don't forget to subscribe whilst you're here :)

👨🏻‍⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-au-yeung/
🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokr

TIMESTAMPS
00:00 Highlights
04:36 Intro
08:29 response from OpenAI, Anthropic- model training costs, tightening restrictions on China, pricing wars
13:13 what an open-source deepseek means for the world.
15:38 Sam altman and Dario amodei feeling the pressure
23:10 TECHNICAL deep dive - RLHF, ppo, dpo
37:08 GRPO, R1s secret sauce
45:02 the aha moment, learning like a human?
50:25 deepseek R1 training and controversy
59:08 deepseek healthcare evaluation - Ethnic Bias
1:06:17 The diagnostic acid test (fail)
1:12:46 Coding clinical data / Medical billing (shout out SNOMED)

LinkedIn Newsletter https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7216474068085026817
YT - https://youtube.com/@DevAndDoc
Spotify - https://podcasters.spotify.com/pod/show/devanddoc
Apple- https://podcasts.apple.com/gb/podcast/dev-and-doc-ai-for-healthcare-podcast/id1751495120
Substack- https://aiforhealthcare.substack.com/

For enquiries - 📧[email protected]

🎞️ Editor- Dragan Kraljević https://www.instagram.com/dragan_kraljevic/
🎨Brand design and art direction - Ana Grigorovici https://www.behance.net/anagrigorovici027d

  continue reading

28 episodes

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