Wikipedia link race: choosing among thousands of options
The model chooses the next step from hundreds or thousands of links, demonstrating fast decisions with constrained outputs. The post includes a 4:04 video.

Nader Dabit shares how Jev performs intent-based search in Gmail, calling it really good, and notes that for huge inboxes one might let semantic search/embeddings pull first.
Jev is really good at intent-based search! How it looks in Gmail: (for a huge inbox you'd prob let semantic search / embeddings pull first but still much better experience)