General Instinct open-sources InstinctFlash, a fast serving engine for robotics AI models

General Instinct released InstinctFlash, an open-source inference framework that speeds up robotics 'world-action' models like LingBot-VA and pi05 on Nvidia's Jetson Thor edge computer, RTX 4090 and RTX 5090 GPUs. The company reports benchmarks showing up to a 33.78x speedup over standard PyTorch inference, achieved through FP8 quantization, reduced sampling steps, and custom acceleration kernels, with no measured drop in task performance on real robots.