Expert demonstrations

Training examples produced by domain specialists, such as a doctor writing an ideal diagnostic response or an engineer completing a real coding task, used to teach a model what excellent performance looks like. Expert demonstrations sit between raw training data and human feedback: they are data, but produced to order by vetted people. Vendors differentiate on how their experts are sourced, verified, and matched to tasks.