An experimental test of all theories with predictive power beyond quantum theory
Terence E. Stuart, Joshua A. Slater, Roger Colbeck, Renato Renner, and, Wolfgang Tittel

TL;DR
This paper experimentally tests and refutes all alternative theories that claim to predict measurement outcomes better than quantum mechanics, confirming the theory's optimal predictive power within the tested bounds.
Contribution
It provides a comprehensive experimental bound that rules out any alternative models with significantly enhanced predictive power over quantum theory.
Findings
No alternative theory can predict outcomes with more than ~0.19 probability increase.
Experimental results are incompatible with models offering greater predictive power than quantum mechanics.
The study closes the gap on theories claiming to surpass quantum predictions.
Abstract
According to quantum theory, the outcomes of future measurements cannot (in general) be predicted with certainty. In some cases, even with a complete physical description of the system to be measured and the measurement apparatus, the outcomes of certain measurements are completely random. This raises the question, originating in the paper by Einstein, Podolsky and Rosen, of whether quantum mechanics is the optimal way to predict measurement outcomes. Established arguments and experimental tests exclude a few specific alternative models. Here, we provide a complete answer to the above question, refuting any alternative theory with significantly more predictive power than quantum theory. More precisely, we perform various measurements on distant entangled photons, and, under the assumption that these measurements are chosen freely, we give an upper bound on how well any alternative…
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