ChronoReplay introduced to combat interface lock‑in in spatial VLMs

ChronoReplay addresses interface lock‑in by replaying heterogeneous data during post‑training, improving transfer across multiple answer interfaces. The paper notes that training a spatial VLM for categorical side judgments does not enforce metric displacement, leading to specialization when only one readout is emphasized.