Runs an autonomous ML research loop on a remote RunPod GPU over SSH that forms hypotheses, runs experiments, measures multiple capability probes, and hunts for emergent properties — capabilities that appear unexpectedly rather than being explicitly trained. Keeps reproduced discoveries, discards noise, and logs everything to a research journal. Use when the user wants to find emergent behavior, run open-ended ML experiments, search for novel or revolutionary capabilities, or mentions "find emergent properties", "emergence research", "autonomous ML experiments", or provides a RunPod for experimentation.
2026-06-21