Applied Research Evaluations that Survive Contact with Users Presentation When & Where Wednesday · September 23 6:30 AM – 7:15 AM The Conservatory Speaker EL Presenter Elena Liang Lead, Frontier Models Researcher pushing reproducible benchmarks and the empirical edges of model capability. ← Previous Keynote — The Interface Layer Wed · 5:00 AM · Presentation Up next → On-Device vs Cloud — A Practitioner Debate Wed · 8:00 AM · Panel