70 episodes

Deeply researched interviews

https://link.chtbl.com/dwarkesh

www.dwarkeshpatel.com

Dwarkesh Podcast Dwarkesh Patel

    • Technology
    • 4.0 • 1 Rating

Deeply researched interviews

https://link.chtbl.com/dwarkesh

www.dwarkeshpatel.com

    Francois Chollet, Mike Knoop - LLMs won’t lead to AGI - $1,000,000 Prize to find true solution

    Francois Chollet, Mike Knoop - LLMs won’t lead to AGI - $1,000,000 Prize to find true solution

    Here is my conversation with Francois Chollet and Mike Knoop on the $1 million ARC-AGI Prize they're launching today.
    I did a bunch of socratic grilling throughout, but Francois’s arguments about why LLMs won’t lead to AGI are very interesting and worth thinking through.
    It was really fun discussing/debating the cruxes. Enjoy!
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here.
    Timestamps
    (00:00:00) – The ARC benchmark
    (00:11:10) – Why LLMs struggle with ARC
    (00:19:00) – Skill vs intelligence
    (00:27:55) - Do we need “AGI” to automate most jobs?
    (00:48:28) – Future of AI progress: deep learning + program synthesis
    (01:00:40) – How Mike Knoop got nerd-sniped by ARC
    (01:08:37) – Million $ ARC Prize
    (01:10:33) – Resisting benchmark saturation
    (01:18:08) – ARC scores on frontier vs open source models
    (01:26:19) – Possible solutions to ARC Prize


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    • 1 hr 33 min
    Leopold Aschenbrenner - China/US Super Intelligence Race, 2027 AGI, & The Return of History

    Leopold Aschenbrenner - China/US Super Intelligence Race, 2027 AGI, & The Return of History

    Chatted with my friend Leopold Aschenbrenner on the trillion dollar nationalized cluster, CCP espionage at AI labs, how unhobblings and scaling can lead to 2027 AGI, dangers of outsourcing clusters to Middle East, leaving OpenAI, and situational awareness.
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here.
    Follow me on Twitter for updates on future episodes. Follow Leopold on Twitter.
    Timestamps
    (00:00:00) – The trillion-dollar cluster and unhobbling
    (00:20:31) – AI 2028: The return of history
    (00:40:26) – Espionage & American AI superiority
    (01:08:20) – Geopolitical implications of AI
    (01:31:23) – State-led vs. private-led AI
    (02:12:23) – Becoming Valedictorian of Columbia at 19
    (02:30:35) – What happened at OpenAI
    (02:45:11) – Accelerating AI research progress
    (03:25:58) – Alignment
    (03:41:26) – On Germany, and understanding foreign perspectives
    (03:57:04) – Dwarkesh’s immigration story and path to the podcast
    (04:07:58) – Launching an AGI hedge fund
    (04:19:14) – Lessons from WWII
    (04:29:08) – Coda: Frederick the Great


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    • 4 hrs 31 min
    John Schulman (OpenAI Cofounder) - Reasoning, RLHF, & Plan for 2027 AGI

    John Schulman (OpenAI Cofounder) - Reasoning, RLHF, & Plan for 2027 AGI

    Chatted with John Schulman (cofounded OpenAI and led ChatGPT creation) on how posttraining tames the shoggoth, and the nature of the progress to come...
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here. Follow me on Twitter for updates on future episodes.
    Timestamps
    (00:00:00) - Pre-training, post-training, and future capabilities
    (00:16:57) - Plan for AGI 2025
    (00:29:19) - Teaching models to reason
    (00:40:50) - The Road to ChatGPT
    (00:52:13) - What makes for a good RL researcher?
    (01:00:58) - Keeping humans in the loop
    (01:15:15) - State of research, plateaus, and moats
    Sponsors
    If you’re interested in advertising on the podcast, fill out this form.
    * Your DNA shapes everything about you. Want to know how? Take 10% off our Premium DNA kit with code DWARKESH at mynucleus.com.
    * CommandBar is an AI user assistant that any software product can embed to non-annoyingly assist, support, and unleash their users. Used by forward-thinking CX, product, growth, and marketing teams. Learn more at commandbar.com.


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    • 1 hr 36 min
    Mark Zuckerberg - Llama 3, Open Sourcing $10b Models, & Caesar Augustus

    Mark Zuckerberg - Llama 3, Open Sourcing $10b Models, & Caesar Augustus

    Mark Zuckerberg on:
    - Llama 3
    - open sourcing towards AGI
    - custom silicon, synthetic data, & energy constraints on scaling
    - Caesar Augustus, intelligence explosion, bioweapons, $10b models, & much more
    Enjoy!
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Human edited transcript with helpful links here.
    Timestamps
    (00:00:00) - Llama 3
    (00:08:32) - Coding on path to AGI
    (00:25:24) - Energy bottlenecks
    (00:33:20) - Is AI the most important technology ever?
    (00:37:21) - Dangers of open source
    (00:53:57) - Caesar Augustus and metaverse
    (01:04:53) - Open sourcing the $10b model & custom silicon
    (01:15:19) - Zuck as CEO of Google+
    Sponsors
    If you’re interested in advertising on the podcast, fill out this form.
    * This episode is brought to you by Stripe, financial infrastructure for the internet. Millions of companies from Anthropic to Amazon use Stripe to accept payments, automate financial processes and grow their revenue. Learn more at stripe.com.
    * V7 Go is a tool to automate multimodal tasks using GenAI, reliably and at scale. Use code DWARKESH20 for 20% off on the pro plan. Learn more here.
    * CommandBar is an AI user assistant that any software product can embed to non-annoyingly assist, support, and unleash their users. Used by forward-thinking CX, product, growth, and marketing teams. Learn more at commandbar.com.


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    • 1 hr 17 min
    Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

    Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

    Had so much fun chatting with my good friends Trenton Bricken and Sholto Douglas on the podcast.
    No way to summarize it, except: 
    This is the best context dump out there on how LLMs are trained, what capabilities they're likely to soon have, and what exactly is going on inside them.
    You would be shocked how much of what I know about this field, I've learned just from talking with them.
    To the extent that you've enjoyed my other AI interviews, now you know why.
    So excited to put this out. Enjoy! I certainly did :)
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. 
    There's a transcript with links to all the papers the boys were throwing down - may help you follow along.
    Follow Trenton and Sholto on Twitter.
    Timestamps
    (00:00:00) - Long contexts
    (00:16:12) - Intelligence is just associations
    (00:32:35) - Intelligence explosion & great researchers
    (01:06:52) - Superposition & secret communication
    (01:22:34) - Agents & true reasoning
    (01:34:40) - How Sholto & Trenton got into AI research
    (02:07:16) - Are feature spaces the wrong way to think about intelligence?
    (02:21:12) - Will interp actually work on superhuman models
    (02:45:05) - Sholto’s technical challenge for the audience
    (03:03:57) - Rapid fire


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    • 3 hrs 12 min
    Demis Hassabis - Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat

    Demis Hassabis - Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat

    Here is my episode with Demis Hassabis, CEO of Google DeepMind
    We discuss:
    * Why scaling is an artform
    * Adding search, planning, & AlphaZero type training atop LLMs
    * Making sure rogue nations can't steal weights
    * The right way to align superhuman AIs and do an intelligence explosion
    Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here.
    Timestamps
    (0:00:00) - Nature of intelligence
    (0:05:56) - RL atop LLMs
    (0:16:31) - Scaling and alignment
    (0:24:13) - Timelines and intelligence explosion
    (0:28:42) - Gemini training
    (0:35:30) - Governance of superhuman AIs
    (0:40:42) - Safety, open source, and security of weights
    (0:47:00) - Multimodal and further progress
    (0:54:18) - Inside Google DeepMind


    Get full access to Dwarkesh Podcast at www.dwarkeshpatel.com/subscribe

    • 1 hr 1 min

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