As AI systems continue pushing against the limits of energy, speed, and scale, a new generation of computing is emerging inspired not by traditional hardware logic, but by the human brain itself. The talk will unpack how dynamic sparse computing may unlock radically more efficient AI infrastructure for areas such as diagnostics, drug discovery, HPC algorithms, among other workloads, while offering a glimpse into how neuroscience and computing are increasingly converging into the next frontier of AI system design.

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