Ushering in the Thermodynamic Future of Computing
Extropic AI is pioneering a paradigm shift in artificial intelligence hardware. We're developing a full-stack hardware platform that harnesses matter's natural fluctuations as a computational resource for Generative AI.
Our approach extends hardware scaling beyond the constraints of digital computing, enabling AI accelerators that are orders of magnitude faster and more energy-efficient than traditional digital processors.
At the core of our technology are Energy-Based Models, which offer a unique solution to the challenges faced by traditional AI hardware. EBMs excel in low-data regimes and are particularly effective for modeling tail events in mission-critical applications.
Our accelerators implement EBMs directly as parameterized stochastic analog circuits. This approach achieves significant improvements in both runtime and energy efficiency for algorithms based on sampling from complex landscapes.
The operational principle is analogous to Brownian motion, where we create programmable randomness through carefully designed nano-fabricated circuits.
Extropic is developing two main types of hardware:
To support our diverse hardware, we're building a software layer that compiles abstract EBM specifications into hardware control language. This approach, based on factor graphs, allows our accelerators to handle programs too large for any single analog core.
Extropic AI is at the forefront of a new era in computing. We're not just improving existing paradigms; we're creating an entirely new approach to AI acceleration that promises to unlock unprecedented capabilities.
Join Our TeamFollow our journey as we reshape the future of AI computing: