Behavioral Geography Preview

The model-mapping paper introduces a useful framing shift: providers and versions can be thought of as occupying a measurable geography, not just a leaderboard rank.

validated2026-03-06geographymodels

Preview

One of the strongest additions to the current paper set is the shift from ranking models to mapping them. The geography paper makes the structure of differences easier to reason about than a single scalar score.

Why it matters

Geometric framing helps explain why some models cluster, why some move unexpectedly, and why stability should be discussed as a position and trajectory rather than a static badge.

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