AINeutralarXiv – CS AI · 9h ago6/10
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Quantum enhanced rare event discovery and sampling
Researchers introduce a quantum algorithm capable of discovering and sampling rare events—such as financial crashes or system failures—without prior knowledge of which events are rare. The algorithm achieves optimal quantum scaling and delivers quadratic speedups for heavy-tailed systems, with potential applications across finance, infrastructure, and AI reliability.