Ohara's always-on autoresearch harness runs physics and science campaigns end-to-end — a pre-registered hypothesis, an agent-untouchable blinded verifier that issues every score, and an adversarial three-critic audit before any number is treated as real. This is where the work for individual collaborators lives.