Tokyo Artisan Intelligence said it has finished validating its Sting Ray test chip, a step that could broaden access to lower-power edge AI hardware for industries worldwide. The milestone highlights how startups and foundries are pushing specialized chips that may ease energy pressure from AI, even as they support real-time applications in factories, transport, and infrastructure.