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Machine Learning Engineering Is the Ultimate RL Task | Jennifer Zhao

Source title: Machine Learning Engineering Is the Ultimate RL Task | Jennifer Zhao. Source description: Jennifer Zhao, co-founder and CEO of Preference Model, discusses coming out of stealth with a $16M seed raise led by Andreessen Horowitz and open sourcing Karrot. She explains why training models on RL environments to perform machine learning engineering and alignment is the highest-leverage path to safe AI development. Check out our sponsor Lovable: ⁠https://lovable.dev.⁠ Turn ideas into soft

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Source title: Machine Learning Engineering Is the Ultimate RL Task | Jennifer Zhao. Source description: Jennifer Zhao, co-founder and CEO of Preference Model, discusses coming out of stealth with a $16M seed raise led by Andreessen Horowitz and open sourcing Karrot. She explains why training models on RL environments to perform machine learning engineering and alignment is the highest-leverage path to safe AI development. Check out our sponsor Lovable: ⁠https://lovable.dev.⁠ Turn ideas into soft

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The title and description alone do not establish the agent autonomy level.

Agents In Use pipeline: video selected by TypeSafe Jev using source title/description only; recording and outcomes not independently verified.

Credit: MTS

Source published 12 Oct 2026

Source checked 14 Oct 2026

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AI agent

video · agent-demo

Editorial completeness: 75/100. Measures documented fields, not agent performance or verified outcomes.

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MTS · YouTube

  • Source title: Machine Learning Engineering Is the Ultimate RL Task | Jennifer Zhao