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The Pretrained Pod

85 reviewed videos with editorial summaries and key takeaways.

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  1. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "POWERFUL MODELS, UNEVEN RESULTS".
    Mythos, Coding-Agent Reliability and Open Model Strategy
    47m 45s
  2. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "THE FEEDBACK LOOP ADVANTAGE".
    Cursor's Feedback Loops and the Risks of AI Platforms
    49m 8s
  3. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "BEYOND UV: THE AGENT TOOLCHAIN".
    Astral, Codex and OpenAI's Small-Model Strategy
    16m 33s
  4. Pierce Freeman, Richard Diehl Martinez, Elon Musk, Sam Altman against black with the blue and white headline "ALWAYS-ON AGENTS: WHO'S IN CONTROL?".
    Dispatch, Always-On Agents and the Cost of Supervision
    1h 9m
  5. Pierce Freeman and Richard Diehl Martinez in navy and blue tops against black, alongside the blue and white headline "OPENCLAW'S ADOPTION MOMENT".
    OpenClaw in China: Adoption, Ambition and Real-World Friction
    9m 57s
  6. Pierce Freeman, Richard Diehl Martinez, Andrej Karpathy against black with the blue and white headline "AUTOMATED EXPERIMENTS, REAL RESEARCH?".
    Karpathy's Autoresearch: Feedback Loops and Research Taste
    15m 38s
  7. Pierce Freeman, Richard Diehl Martinez, Andrej Karpathy and Yann LeCun above the blue and white headline "FROM AI EXPERIMENTS TO WORLD MODELS" on black.
    Autoresearch, OpenClaw and the Next AI Research Bets
    51m 37s
  8. Pierce Freeman, Richard Diehl Martinez, Junyang Lin against black with the blue and white headline "QWEN'S TEAM, HYBRID MODEL BET".
    Qwen's Leadership Changes and Hybrid Attention Explained
    10m 47s
  9. Pierce Freeman in blue gestures beside a smiling Richard Diehl Martinez in navy against black, with the blue and white headline 'DISTILLATION VS THE DATA MOAT'.
    Claude Distillation Allegations and the Changing Data Moat
    7m 31s
  10. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "FASTER TOKENS, SAME TARGET".
    Speculative Speculative Decoding: Overlapping Draft and Verification
    7m 51s
  11. Pierce Freeman, Richard Diehl Martinez, Dario Amodei against black with the blue and white headline "WHO SETS MILITARY AI LIMITS?".
    Anthropic's Pentagon Dispute: Safety, Contracts and Military AI
    12m 24s
  12. Pierce Freeman, Richard Diehl Martinez, Dario Amodei and Junyang Lin in white, blue, yellow and pink tops beneath "AI CONTRACTS, SPEED & SHAKEUPS" in blue and white on black.
    Anthropic's Pentagon Dispute, Faster Decoding and Qwen's Shakeup
    41m 7s
  13. Pierce Freeman in an off-white shirt gestures beside a smiling Richard Diehl Martinez in blue against black, beneath the white and blue headline 'SEE HOW YOUR MODEL LEARNS'.
    Pico: Building Language Models You Can Analyze During Training
    16m 55s
  14. Pierce Freeman, Richard Diehl Martinez, Ilya Sutskever, Fei-Fei Li against black with the blue and white headline "NEW LABS, BIG AI BETS".
    The Neo Lab Arms Race: Research Bets, Funding and Customers
    1h 14m
  15. Pierce Freeman, Richard Diehl Martinez, Sam Altman, Peter Steinberger against black with the blue and white headline "ADS INSIDE YOUR AI?".
    Ads in the Chat Window: Trust, OpenClaw and AI Product Races
    1h 12m
  16. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "TRAPPED IN AN AI WORLD".
    Trapped in Google's World Model: Project Genie First Impressions
    18m 5s
  17. Pierce Freeman, Richard Diehl Martinez, Harrison MacRae against black with the blue and white headline "AI MEETS GOVERNMENT".
    AI in US Government: Policy, Procurement and Public Service
    1h 19m
  18. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "WORKFLOWS THAT SURVIVE".
    Building Waymark: Durable Execution with Python and Rust
    12m 25s
  19. Pierce Freeman and Richard Diehl Martinez in blue and white tops against black, alongside the blue and white headline "YOUR AGENTS NEED AN ORG CHART".
    Your Agents Need an Org Chart: Coordination, Trust and Code Review
    1h 7m
  20. Pierce Freeman, Richard Diehl Martinez, Peter Steinberger and Mitchell Hashimoto against black with the blue and white headline "OPENCLAW'S TRUST PROBLEM".
    Cracking Open OpenClaw: Security, Trust and Agent Swarms
    1h 13m