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Deep Values Frontier: AI Research Explained
Deep Values Frontier: AI Research Explained

Jeff Dean Left Google to Make Science 20x Faster | AI Explained

18 min•10 november 2026

Om avsnittet

Jeff Dean left Google after 27 years to automate science's propose-run-evaluate loop, aiming to give small expert teams 20 to 50 times more experimental bandwidth. When AI can review a 2 AM result right away instead of waiting for the 8 AM coffee, the cost and speed of R&D change.


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Chapters

(0:00) Automating Experimental Loops

(5:00) Agent Harness Architecture

(5:57) Self-Improvement vs RSI

(9:00) Automated Discovery Loop Steps

(9:41) Self-Improvement vs RSI

(11:20) Physical Limits of RSI

(12:23) Al-Generated Math Paradox

(14:47) Digital Domains First

(15:47) What to Watch Next

(17:26) Intelligent Value Investor Tools

(17:49) Get the apps


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• Developer API and MCP server for your AI agents


Deep Values explains AI from first principles: the research papers, models, chips and companies shaping the AI era, and what they mean for builders and investors. Understand AI from first principles.


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The two hosts' voices are AI-generated from the sources discussed. Educational content only; not investment advice.


#AI #ArtificialIntelligence #LLM


Original source

Confronting Our AI Future: Closing Keynote "Discovery Loop" with Jeff Dean and Fei-Fei Li

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