A new wave of AI breakthroughs mimics human cognition and biological systems to achieve unprecedented efficiency. Innovations include neural networks that process holistically like the brain, AI that autonomously designs superior models, and self-healing biological computers—all slashing energy use by up to 94% while accelerating computation.