Our latest news: (archive):

2024 March: Arjun Suresh and I will present our new project to "Automatically Compose High-Performance and Cost-Efficient AI Systems with MLCommons' Collective Mind and MLPerf" at the MLPerf-Bench workshop @ HPCA'24.

2023 December: we are excited to work with MLCommons (125+ AI organizations) to help its members automate benchmarking and optimization of AI systems (LLMs, stable diffusion, speech recognition, object detection, etc) using the open-source Collective Mind automation framework (CM) and automation recipes that we have donated to MLCommons to benefit everyone!


Our mission is to make AI accessible to everyone by solving the growing complexity and reducing the cost of development, benchmarking, optimization, deployment, usage, and maintenance of complex AI/ML applications and systems across diverse and rapidly evolving models, datasets, software, and hardware from the cloud to the edge.

How?