Qokedas Analysis

Qokedas converts raw signals that pass through scientific instruments into training data, enabling labs to build models that read the physical world and operate the machines that measure it. It has published the aubench-lite benchmark testing whether frontier AI agents can decode a real 1,024-microphone acoustic array from raw bytes. The company is backed by Y Combinator (Fall 2026 batch).