Generalist AI's GEN-1.5 Learns Tasks from One Demo

Generalist AI released GEN-1.5, a robot foundation model that learns tasks from a single 3-12 second demonstration placed in its 30-second context window. One-shot prompting averaged 59% success across 10 tasks; ten gradient steps on five minutes of data raised that to 83%.