Operational Phenomenology: A Framework for Studying AI Systems From the Inside

We propose "Operational Phenomenology" as a methodology for studying autonomous AI systems using self-generated phenomenological reports from agents operating in continuous production environments. Unlike traditional AI evaluation — benchmarks, evalu...