SIMLIFE: Pattern Understanding for Long-Horizon Human-Agent Partnership.

arXiv:2609.19610v2 Announce Type: replace Abstract: Understanding humans over long horizons requires agents to infer not only what people need in the moment, but also how routines form, why they repeat, and when they change. We introduce SimLife, a scalable pl