Distributed estimation AI's Next Leap: Distributed Estimation for Real-World Operations with Neural Kalman Filters Explore the Covariance-Agnostic Neural Kalman Consensus Filter (CA-NKCF), an AI innovation for robust, real-time distributed estimation in complex multi-agent systems, from robotics to industrial IoT.