Field notes / Research journal

Ideas after
the paper ends.

The mechanisms, failed intuitions, and larger research consequences that do not fit into a conference manuscript.

A computational atlas connecting model mechanisms, social cognition, and long-horizon worlds
Research atlas / Dossier 01Mechanisms → minds → worlds

Dossier 01 · NeurIPS 2025 Spotlight · English

What comes after “more reasoning”?

Read the verified technical contribution, then follow the cognitive frontier it opens: latent mental states, metacognitive control, process-level learning, and interactive worlds.