Physical AI Pressures Computing Infrastructure

Physical AI is forcing a rethink of the entire computing stack. Rafay Systems offers confidential GPU orchestration to lower enterprise AI costs. Positron AI optimizes tokens per dollar and watt. Liquid AI builds compact models for local devices. Axiado manages silicon-level power and cooling.