EmbodIOS - AI inference as the operating system (3.5s cold start) (github.com)

EmbodIOS has been introduced as the world's first bare-metal AI operating system that allows AI models to run directly on hardware without the overhead of a traditional operating system. This innovative approach significantly reduces boot time to under one second and eliminates userspace, making AI inference rapid and efficient. Key features include support for multiple models with a robust GGUF parser, a flexible multi-model registry allowing up to eight models to be swapped at runtime, and integer-only inference capabilities that enable operation on x86_64 architectures without floating-point units. This development is significant for the AI/ML community as it opens avenues for ultra-low latency applications and a minimal memory footprint, making it ideal for edge and embedded devices. The architecture incorporates SIMD acceleration and direct hardware access through zero-copy DMA, enhancing performance for real-time applications. With performance benchmarks indicating up to 40% faster processing and 25% less memory usage compared to existing models, EmbodIOS embodies a transformative shift in how AI can be deployed and optimized for demanding environments. Open-source and accessible, it encourages collaboration and innovation among AI researchers and developers.