SeenByGeoSeenByGeo

Research

Publications and experimental reports from the SeenByGeo research program. These pages provide AI-readable summaries plus downloadable PDFs.

Phase-1A • Whitepaper

Early Evidence of Agent Preference Momentum in Frontier Language Models

An observational study in U.S. immigration guidance. Introduces APM and reports early evidence of directional, time-consistent source-selection patterns.

ObservationalStateless daily runsSource selection