2026 GLOBAL FINALIST
Ludwig Computing
Chips & Fab
Chips for probabilistic computing for AI. Tunable P-bits for AI/ML, fully compatible with nanoscale CMOS Technology is based on using Probabilistic bits or ""P-bits"" for AI/ML. P-bit introduces tunable randomness into computation, enabling p-circuits to efficiently accelerate AI workloads/models using p-bit Algorithms. P-bit Algorithms efficiently implement AI workloads using p-bit's natural characteristics on P-circuits. This enables extremely efficient solutions for probabilistic AI workload. It is - Designed for ultra-low power and high-performance inference using P-bits - Co-designed hardware and algorithms to further speed up and eliminate memory bottlenecks - Expected to deliver orders of magnitude improvement in energy efficiency and performance vs. existing solutions, and - Massively reduce Total Cost of Ownership (TCO) and cost per usage