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How DeepSeek R1 works | Lex Fridman Podcast

13 February 2025

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8468-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
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*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
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- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
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Anthropic vs DeepSeek: The danger of AI reasoning models | Lex Fridman Podcast

13 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8508-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8508-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8508-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8508-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8508-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8508-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
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Is China illegally smuggling GPUs into China | Lex Fridman Podcast

12 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8495-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8495-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8495-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8495-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8495-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8495-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
- Clips Channel: https://www.youtube.com/lexclips

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Is China subsidizing DeepSeek? | Lex Fridman Podcast

12 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8487-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8487-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8487-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8487-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8487-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8487-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
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Will AGI kill all humans? | Lex Fridman Podcast

12 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8506-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8506-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8506-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8506-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8506-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8506-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
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Is China spying on US companies? | Lex Fridman Podcast

12 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8496-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8496-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8496-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8496-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8496-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8496-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
- Clips Channel: https://www.youtube.com/lexclips

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Cost of AI is decreasing exponentially | Lex Fridman Podcast

12 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8493-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8493-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8493-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8493-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8493-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8493-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
- Clips Channel: https://www.youtube.com/lexclips

*SOCIAL LINKS:*
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Analysis of TSMC: The most important company in the world | Lex Fridman Podcast

11 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8507-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8507-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8507-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8507-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8507-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8507-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
- Clips Channel: https://www.youtube.com/lexclips

*SOCIAL LINKS:*
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Detailed analysis of AI megaclusters from OpenAI, xAI, Meta, Google, Microsoft | Lex Fridman

11 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8512-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

*CONTACT LEX:*
*Feedback* - give feedback to Lex: https://lexfridman.com/survey
*AMA* - submit questions, videos or call-in: https://lexfridman.com/ama
*Hiring* - join our team: https://lexfridman.com/hiring
*Other* - other ways to get in touch: https://lexfridman.com/contact

*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

*SPONSORS:*
To support this podcast, check out our sponsors & get discounts:
*Invideo AI:* AI video generator.
Go to https://lexfridman.com/s/invideoai-cv8512-sb
*GitHub:* Developer platform and AI code editor.
Go to https://lexfridman.com/s/github-cv8512-sb
*Shopify:* Sell stuff online.
Go to https://lexfridman.com/s/shopify-cv8512-sb
*NetSuite:* Business management software.
Go to https://lexfridman.com/s/netsuite-cv8512-sb
*AG1:* All-in-one daily nutrition drinks.
Go to https://lexfridman.com/s/ag1-cv8512-sb

*PODCAST LINKS:*
- Podcast Website: https://lexfridman.com/podcast
- Apple Podcasts: https://apple.co/2lwqZIr
- Spotify: https://spoti.fi/2nEwCF8
- RSS: https://lexfridman.com/feed/podcast/
- Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
- Clips Channel: https://www.youtube.com/lexclips

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Nuclear to power future AI megaclusters | Lex Fridman Podcast

11 February 2025

View transcript

Lex Fridman Podcast full episode: https://www.youtube.com/watch?v=_1f-o0nqpEI
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/cv8497-sb
See below for guest bio, links, and to give feedback, submit questions, contact Lex, etc.

*GUEST BIO:*
Dylan Patel is the founder of SemiAnalysis, a research & analysis company specializing in semiconductors, GPUs, CPUs, and AI hardware. Nathan Lambert is a research scientist at the Allen Institute for AI (Ai2) and the author of a blog on AI called Interconnects.

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*EPISODE LINKS:*
Dylan's X: https://x.com/dylan522p
SemiAnalysis: https://semianalysis.com/
Nathan's X: https://x.com/natolambert
Nathan's Blog: https://www.interconnects.ai/
Nathan's Podcast: https://www.interconnects.ai/podcast
Nathan's Website: https://www.natolambert.com/
Nathan's YouTube: https://youtube.com/@natolambert
Nathan's Book: https://rlhfbook.com/

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