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  1. Shape update

    Four new lessons and playgrounds to understand: Portability - how strong your steering is across vendors Context - how different reference documents affect output Tool calling - how to make sure your model uses the tools you expect it to LLM judge eval -…

  2. You don't really want taste

    Substack link Over the past six months or so, “taste” has become the new it metaskill in the AI builder/maker/whatever world.

  3. Design Thinking in the Age of AI, Technically Human Podcast, August 2026

  4. New experiment: Vox Automata

    A private, speech-responsive cellular visualizer for live presentations.

  5. Simulations, not simulated users

    I really don’t like the framing of “synthetic users” for the new wave of agents simulating user feedback, grounded in actual user data or not.

  6. Shape

    🚀 Launching a little side project today I hope people find useful.

  7. I asked ChatGPT (5.5) to help me brainstorm some ideas of how theory of mind (my dissertation topic) could be more deeply integrated into frontier AI model development to improve model capabilities and usefulness.

  8. What is a researcher's job? (1 of n)

    A researcher's job is to create situations of high legibility.

  9. Substack note

  10. Subagented

    Subagented /sʌbˈeɪ.dʒəntɪd/ verb : When you get delegated work by an AI, yours or someone else’s Ah man Jeff’s agent asked me to urgently review one of its PR’s right before I was heading home.