[2013], which has the guarantee that if it is provided with two arms with a gap of ϵ, then it finds the better arm with probability 1 −δ using O 1 ϵ2 log 1 δ log 1 ϵ arm pulls

While we can use any suitable multi-armed bandit algorithm in our construction, here we use Karnin et al · 2013

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cs.LG · 2025-09-25 · unverdicted · novelty 6.0

An accurate and trusted AI system cannot achieve human-level reasoning because there exist tasks easily solvable by humans but not by the system.

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Limitations on Accurate, Trusted, Human-level Reasoning cs.LG · 2025-09-25 · unverdicted · none · ref 19
An accurate and trusted AI system cannot achieve human-level reasoning because there exist tasks easily solvable by humans but not by the system.