Generalist AI Releases GEN-1.5: A Robot Foundation Model That Learns New Tasks From One 3–12 Second Demo

MarkTechPost · 1 month ago · 8

Generalist AI released GEN-1.5, a robot foundation model that can learn a new physical manipulation task from a single short demo using one-shot in-context prompting. Dropping 3–12 seconds of sensorimotor data into a 30-second context window produced an average 59% success rate across 10 tasks. The company reports that adding 10 gradient steps on about five minutes of data per task raises success to 83%, but the release remains a research-only signal with no public weights, API, or self-serve product.