NVIDIA has announced a suite of major AI updates from April 12–18, 2026, including the launch of Ising quantum models, the GR00T N1.7 humanoid robot model, and a new cost-per-token paradigm for Blackwell GPUs.
Ising Quantum Models
- The Ising Calibration 35B MoE model scored 74.7 on the new QCalEval benchmark, a quantum-specific evaluation metric.
- Ising Decoding delivers 2.5x faster quantum error correction, a critical step toward practical quantum computing.
Cost-Per-Token Shift NVIDIA is now focusing AI total cost of ownership (TCO) on cost per million tokens, claiming Blackwell GPUs offer 35x efficiency gains over Hopper for inference workloads.
GR00T N1.7 for Humanoid Robots The Isaac GR00T N1.7 is a 3B-parameter, commercially licensed vision-language-action (VLA) model designed for humanoid robots, now shipping to developers.
Edge and 3D World Generation
- T-Mobile and Nokia have deployed RTX PRO 6000 Blackwell servers for AI-RAN edge computing.
- Lyra-2.0 can generate explorable 3D worlds from single 480x832 images.
These updates mark a continued push by NVIDIA into quantum-classical hybrid computing, robotics, and efficient AI deployment.