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    Home » Anthropic Co-founder: Building Claude Code, Lessons From GPT-3 & LLM System Design

    Anthropic Co-founder: Building Claude Code, Lessons From GPT-3 & LLM System Design

    webmasterBy webmasterAugust 19, 2025 All Videos 2 Mins Read
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    Tom Brown co-founded Anthropic after helping build GPT-3 at OpenAI. A self-taught engineer, he went from getting a B-minus in linear algebra to becoming one of the key people behind AI’s scaling breakthroughs. And his work is paying off.

    Today, Anthropic’s Claude is the go-to choice for developers, and his team is overseeing what he calls "humanity’s largest infrastructure buildout ever." On this episode of The Lightcone, he discusses his unconventional path from YC founder to AI researcher, the discovery of scaling laws that changed everything, and his advice for young engineers entering AI today.

    Apply to Y Combinator: https://www.ycombinator.com/apply
    Work at a startup: https://www.ycombinator.com/jobs

    Chapters:
    0:00 – From Failure to Success
    2:30 – Early Startup Days at Linked Language
    4:12 – The Grouper Dating Experiment
    6:10 – Making the Leap to OpenAI
    8:42 – First Product Launch Challenges
    10:12 – Self-Teaching AI Research
    12:44 – Building GPT-3 Infrastructure
    15:44 – The Anthropic Spinoff
    18:23 – Early Days of Building Claude
    20:21 – The ChatGPT Wake-Up Call
    22:08 – Claude 3.5 Sonnet Breakthrough
    24:13 – Why Benchmarks Don’t Tell the Whole Story
    26:20 – Claude Code’s Secret Sauce
    28:51 – Building for the AI Agent
    31:11 – The Largest Infrastructure Buildout Ever
    32:46 – Multi-Chip Strategy
    34:38 – Advice for the Next Generation

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