How Discovery Engine Is Made

Discovery Engine is written by a human author working in deep collaboration with AI systems — Claude (Anthropic) as primary collaborator, with Gemini (Google) and ChatGPT (OpenAI) in supporting roles. This is not a disclaimer. It is a methodological commitment, and it is on-theme: a blog asking whether machines can discover should not pretend to be written by a human alone.

For each post, we publish a Lab Notebook entry: source materials, iteration history, AI inputs and reviews, editorial decisions, and what we learned along the way about working with multiple AI systems. The Lab Notebook is, in a small but real way, an artifact of the human–machine collaboration that this blog is about.

Entries

Post #1 — Can Machines Discover?
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Read the Lab Notebook entry →
Published: 27 May 2026

The practice of public process documentation will accumulate over time. Each post in Discovery Engine has, or will have, a corresponding Lab Notebook entry. The notebooks are reference material — they are not optimized for readability, only for honesty.