automated research

Google DeepMind has upgraded its Co-Scientist system from a hypothesis generator into a closed-loop research partner that plans experiments, controls lab equipment, and writes manuscripts. Built on Gemini 3 models, the system cut fabricated-result rates from 46% to 4% using new verification modules, according to Google.