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Ep 58: Google Researchers Noam Shazeer and Jack Rae on Scaling Test-time Compute, Reactions to Ilya & AGI

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Manage episode 471860461 series 3495253
Content provided by Redpoint Ventures and By Redpoint Ventures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Redpoint Ventures and By Redpoint Ventures 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.

On the latest episode of Unsupervised Learning, Jacob is joined by two of the most influential minds in AI today.

🔹 Noam Shazeer, co-inventor of the Transformer

🔹 Jack Rae, Research Director at DeepMind and one of the leads behind Gemini’s Flash Thinking

We got to ask them all of the top-of-mind questions in AI today about where we are, where we’re headed and what it means for businesses and the world. Some key take-aways:

(0:00) Intro
(1:30) Exploring Gemini 2.0
(4:04) Challenges with Evals and Benchmarks
(6:14) Reinforcement Loops and AI Productivity
(8:15) Agentic Coding and AI in Development
(13:02) Multimodal Capabilities and Applications
(15:21) Future of AI: Complexity and Reliability
(19:02) Test Time Compute and Data Efficiency
(31:20) AI Research Culture and Breakthroughs
(38:59) Reflecting on Large Language Models
(39:37) The Rise of Vision-Based Models
(41:01) Native Image Generation and General Purpose Models
(41:35) AI in Healthcare and Specialized Models
(43:32) Shifting Timelines and Rapid Adoption
(46:48) Open Source Models and Competitive Edge
(49:30) AI's Impact on Education and Personal Lives
(55:10) AGI Risks and Safety Considerations
(57:33) Future of AI Companions
(1:02:17) Quickfire

With your co-hosts:

@jacobeffron

- Partner at Redpoint, Former PM Flatiron Health

@patrickachase

- Partner at Redpoint, Former ML Engineer LinkedIn

@ericabrescia

- Former COO Github, Founder Bitnami (acq’d by VMWare)

@jordan_segall

- Partner at Redpoint

  continue reading

67 episodes

Artwork
iconShare
 
Manage episode 471860461 series 3495253
Content provided by Redpoint Ventures and By Redpoint Ventures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Redpoint Ventures and By Redpoint Ventures 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.

On the latest episode of Unsupervised Learning, Jacob is joined by two of the most influential minds in AI today.

🔹 Noam Shazeer, co-inventor of the Transformer

🔹 Jack Rae, Research Director at DeepMind and one of the leads behind Gemini’s Flash Thinking

We got to ask them all of the top-of-mind questions in AI today about where we are, where we’re headed and what it means for businesses and the world. Some key take-aways:

(0:00) Intro
(1:30) Exploring Gemini 2.0
(4:04) Challenges with Evals and Benchmarks
(6:14) Reinforcement Loops and AI Productivity
(8:15) Agentic Coding and AI in Development
(13:02) Multimodal Capabilities and Applications
(15:21) Future of AI: Complexity and Reliability
(19:02) Test Time Compute and Data Efficiency
(31:20) AI Research Culture and Breakthroughs
(38:59) Reflecting on Large Language Models
(39:37) The Rise of Vision-Based Models
(41:01) Native Image Generation and General Purpose Models
(41:35) AI in Healthcare and Specialized Models
(43:32) Shifting Timelines and Rapid Adoption
(46:48) Open Source Models and Competitive Edge
(49:30) AI's Impact on Education and Personal Lives
(55:10) AGI Risks and Safety Considerations
(57:33) Future of AI Companions
(1:02:17) Quickfire

With your co-hosts:

@jacobeffron

- Partner at Redpoint, Former PM Flatiron Health

@patrickachase

- Partner at Redpoint, Former ML Engineer LinkedIn

@ericabrescia

- Former COO Github, Founder Bitnami (acq’d by VMWare)

@jordan_segall

- Partner at Redpoint

  continue reading

67 episodes

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