# Geospot Infinity

> Online RL policy for geoguessing

Published: 2025/12/30 • Author: Surya Dantuluri • Canonical: https://sdan.net/projects/geospot-infinity

Rebuilt Geospot as an online RL geolocation game. A 330k-parameter policy predicts where a photo was taken without GPS and updates from play.

This was the precursor to the full vlm-gym pipeline: testing whether a tiny policy could learn useful geolocation behavior from reward alone.