We present the vision, scope, and editorial philosophy of PRX Intelligence, a selective, fully open access journal at the intersection of artificial intelligence, machine learning, and the physical sciences. We reflect on the transformational role of artificial intelligence as an emerging paradigm of science, examine its implications for scientific understanding and practice, and outline editorial standards that will guide this venue as a home for rigorous and impactful research.