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The Prisoner's Paradox: The Old Bicycle of Classical Probability ⚡ экспресс

Original: "Modeling the Disjunction Effect within Classical Probability: A New Decision Process Model and Comparison with Quantum-like Models"
· Ryo Nasu, Yoshihiro Maruyama
arXiv:2603.23233 · 2026-03-24 · CC BY · ⏱ 1 min · Neurons and Cognition Quantum Physics
Doubt, like a soft saddle, lets classical probability glide past the prisoner's paradox.
Abstract

The claim that the disjunction effect in the prisoner’s dilemma violates the classical law of total probability is re-examined. Traditional classical models implicitly assume participants are certain about the opponent’s choice, ruling out uncertainty. A new classical model is proposed, featuring a continuous parameter for expected betrayal probability; the participant pool is divided by expectation levels, with all but the extreme states considered ambiguous. In quantum-like models, ambiguous pure states are typical (forming a dense set of full measure). It is shown that the classical model realizes any empirical triple of betrayal rates across three information conditions, while strictly obeying the classical law of total probability. It is also proven that a classical counterpart exists for any triple generated by a standard quantum-like model. The two approaches are equally expressive at the level of observed frequencies; the distinction lies in how ambiguity and event semantics are represented, not in any rejection of classical probability.

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Two accomplices are interrogated separately: betray or stay silent? If neither knows what the other will do, their choice breaks the classical rule of probability. It’s like riding an old bicycle over bumps — the hard seat jolts you off. The textbook rule, the classical model, fails. The authors of a new study found a simple fix: the cyclist needs a soft saddle. It’s enough to assume that the prisoners aren’t fully confident about their partner’s actions — just a guess, which varies from person to person. This measure of doubt, entropy, acts as a shock absorber. Once you hit the road with an adjustment for uncertainty, the classical model stops sputtering. Any tricky result that was attributed to quantum logic can be replicated on this rickety but reliable bicycle. As it turns out, quantum purists spent years insisting on complexity, while the secret was hiding in plain human indecision. Cosmic dust of doubt doesn’t ruin the theory — it reminds us that in life we rarely act with one hundred percent certainty. The old bicycle rolls on, if you give it a little give.

🎯 The paradox was dreamed up in 1950, and today biologists use it to explain why animals in nature help each other — from bats to fish.

Scientists
Emmy NoetherJacob BekensteinStephen HawkingLudwig BoltzmannWolfgang PauliWilhelm Wien
Tags
Standard Model entropy cosmic dust
Laws
second law of thermodynamicsNoether's theoremBekenstein-Hawking entropyBoltzmann distributionfirst law of thermodynamicsspin–statistics theorem
Original: arXiv:2603.23233 · CC BY · bridge42worlds