One developer. Building solo.
Two SO-101 arms set a dinner table from a spoken command. A 1.5B model parses intent locally in OpenVINO INT4; a deterministic gate checks every step against the measured scene and refuses what it cannot ground. Scored on 20 seeds, failures published.
