But more seriously, because AI offers enormous benefits for medical diagnoses and treatments and addressing climate change, ...

Abstract: Performance lower bounds are utilized as a standard to evaluate the accuracy with which parameters are estimated. However, lower bounds for joint estimation have not been fully explored when ...

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Abstract: Among the numerous direction-of-arrival (DOA) estimation bounds, the Cramér–Rao bound (CRB) is only tight in the asymptotic region. The Bayesian bound, by incorporating a priori information, ...

BLUF: This repo demonstrates the reduction pattern in runnable form under explicit bounds. It does not solve the Halting Problem, and it is not a safety certification tool for real autonomous systems.