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Machine Heart
Machine Heart
May 12, 2026 · Industry Insights

Guanglun Intelligence, Google, and NVIDIA Co‑Define Physical AI Simulation Standards

The article argues that as AI shifts from a compute‑driven to a data‑driven era, large‑scale physical simulation becomes the CUDA‑like foundation for physical AI, and details how global leaders—including NVIDIA, Google DeepMind, Disney Research, and China’s Guanglun Intelligence—are racing to set unified simulation standards through the open‑source Newton engine.

GPU AccelerationGuanglun IntelligenceIndustry standards
0 likes · 16 min read
Guanglun Intelligence, Google, and NVIDIA Co‑Define Physical AI Simulation Standards
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Apr 8, 2026 · Artificial Intelligence

Running Distributed Reinforcement Learning with Isaac Lab’s Newton Engine and Rerun Visualizer on PAI

This guide explains how to use the Newton physics engine and the lightweight Rerun visualizer with Isaac Lab on the PAI platform, covering environment setup, visualizer selection, single‑ and multi‑GPU reinforcement‑learning training, and performance analysis via TensorBoard.

Isaac LabNewton enginePAI
0 likes · 9 min read
Running Distributed Reinforcement Learning with Isaac Lab’s Newton Engine and Rerun Visualizer on PAI