There are two major workloads that make up AI compute: training and inference. Training looks back. It digests a frozen body of past text, images and code, and distills it into weights. Inference ...
In active inference, an agent maintains a “generative model” of the external world13. This generative model is a system of beliefs about how hidden states (market regimes) generate observations (price ...
This paper offers a conceptual synthesis of foundational principles from theoretical neuroscience [i.e., predictive coding, the Free Energy Principle (FEP) and variational inference] as a biologically ...
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Microsoft Research conducts fundamental science and technology research across a spectrum of research areas. With labs around the globe we pursue breakthroughs across the computing and AI stack to ...