#459 – DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters
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
Inte...
5 Stunden 16 Minuten
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vor 10 Monaten
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. Thank you for listening Check out our sponsors:
https://lexfridman.com/sponsors/ep459-sc See below for timestamps,
transcript, and to give feedback, submit questions, contact Lex,
etc. Transcript:
https://lexfridman.com/deepseek-dylan-patel-nathan-lambert-transcript
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://invideo.io/i/lexpod GitHub: Developer platform and AI
code editor. Go to https://gh.io/copilot Shopify: Sell stuff
online. Go to https://shopify.com/lex NetSuite: Business management
software. Go to http://netsuite.com/lex AG1: All-in-one daily
nutrition drinks. Go to https://drinkag1.com/lex OUTLINE: (00:00) -
Introduction (13:28) - DeepSeek-R1 and DeepSeek-V3 (35:02) - Low
cost of training (1:01:19) - DeepSeek compute cluster (1:08:52) -
Export controls on GPUs to China (1:19:10) - AGI timeline (1:28:35)
- China's manufacturing capacity (1:36:30) - Cold war with China
(1:41:00) - TSMC and Taiwan (2:04:38) - Best GPUs for AI (2:19:30)
- Why DeepSeek is so cheap (2:32:49) - Espionage (2:41:52) -
Censorship (2:54:46) - Andrej Karpathy and magic of RL (3:05:17) -
OpenAI o3-mini vs DeepSeek r1 (3:24:25) - NVIDIA (3:28:53) - GPU
smuggling (3:35:30) - DeepSeek training on OpenAI data (3:45:59) -
AI megaclusters (4:21:21) - Who wins the race to AGI? (4:31:34) -
AI agents (4:40:16) - Programming and AI (4:47:43) - Open source
(4:56:55) - Stargate (5:04:24) - Future of AI
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. Thank you for listening Check out our sponsors:
https://lexfridman.com/sponsors/ep459-sc See below for timestamps,
transcript, and to give feedback, submit questions, contact Lex,
etc. Transcript:
https://lexfridman.com/deepseek-dylan-patel-nathan-lambert-transcript
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://invideo.io/i/lexpod GitHub: Developer platform and AI
code editor. Go to https://gh.io/copilot Shopify: Sell stuff
online. Go to https://shopify.com/lex NetSuite: Business management
software. Go to http://netsuite.com/lex AG1: All-in-one daily
nutrition drinks. Go to https://drinkag1.com/lex OUTLINE: (00:00) -
Introduction (13:28) - DeepSeek-R1 and DeepSeek-V3 (35:02) - Low
cost of training (1:01:19) - DeepSeek compute cluster (1:08:52) -
Export controls on GPUs to China (1:19:10) - AGI timeline (1:28:35)
- China's manufacturing capacity (1:36:30) - Cold war with China
(1:41:00) - TSMC and Taiwan (2:04:38) - Best GPUs for AI (2:19:30)
- Why DeepSeek is so cheap (2:32:49) - Espionage (2:41:52) -
Censorship (2:54:46) - Andrej Karpathy and magic of RL (3:05:17) -
OpenAI o3-mini vs DeepSeek r1 (3:24:25) - NVIDIA (3:28:53) - GPU
smuggling (3:35:30) - DeepSeek training on OpenAI data (3:45:59) -
AI megaclusters (4:21:21) - Who wins the race to AGI? (4:31:34) -
AI agents (4:40:16) - Programming and AI (4:47:43) - Open source
(4:56:55) - Stargate (5:04:24) - Future of AI
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