Ising Models Redefine Quantum Error Correction
NVIDIA unveiled Ising, the first open‑source AI model suite built for quantum computing, on April 14‑15, 2026. The family includes a 35‑billion‑parameter vision‑language model that shrinks quantum‑processor calibration from days to hours, and a 3‑D CNN decoder that speeds error‑correction 2.5× while tripling accuracy with ten‑fold less training data. Early adopters such as national labs and quantum startups are integrating Ising with CUDA‑Q, positioning it as a catalyst for the $11 billion quantum‑computing market.
Open-Sourced a 24/7 AI Research Lab
Andrej Karpathy released the 630‑line autoresearch script on GitHub, enabling an AI agent to run roughly 700 autonomous ML experiments over two days. The loop cut the “Time‑to‑GPT‑2” benchmark from 2.02 to 1.80 hours, an 11% efficiency gain on a...