It embeds 6,304 company descriptions, blends a few related companies, pushes that point away from everything else, and has Claude write up what could live there. Each draft is then embedded and measured against real companies.
The code and embeddings are on GitHub[2], along with a Claude skill so you can run it yourself.
Footnotes: [1] https://x.com/SyntheticBeef/status/2112904858718367750 [2] https://github.com/nh66labs/negative-space