Scott Clark

Writing

Essays from Scott Clark on startup lessons and building things.

  1. Accelerating Science with AI: Surfing the Frontier Between the Bitter Lesson and No Free Lunch (talk recap)

    Building Thingsvideo

    My seminar at Oregon State University's College of Science on accelerating science with AI: why the Bitter Lesson and No Free Lunch are both right, why there will always be a frontier between them, and how a harness with physics-rooted guardrails lets a scientist surf it. Video, slides, and a slide-by-slide walk.

  2. Machines That Do Science at Imagination in Action's Silicon Valley AI Summit (panel recap)

    Building Thingsvideo

    A recap of the Machines That Do Science panel at Imagination in Action's Silicon Valley AI Summit at Google Bay View: how much of the scientific loop closes without a person in it, and how you know when to trust the result. The video, the photos, what I argued, and what Nick Edwards and Piotr Byrski said beside it.

  3. How Better Evals Can Bring Abundance through Accelerated Scientific Discovery (talk recap)

    Building Thingsvideo

    My five-minute lightning talk from the Agentic AI Summit at UC Berkeley: why evals are the hinge between AI and scientific abundance, how two failed products taught me where that hinge breaks, and what I'm building because of it. Video, slides, and a slide-by-slide walkthrough.

  4. Making New Mistakes Faster as a Second-Time Founder

    Startup Lessons

    Lessons from a hard pivot: overfitting to my first company's successes, vision-market fit vs product-market fit, and making new mistakes faster.

  5. Building this blog: Part II

    Building Things

    How agents turned a decade-old blog backlog into a live site built for two readers: people, and the AI agents they send to read about you.