Quantifying causal influences in the presence of a quantum common cause
Mariami Gachechiladze, Nikolai Miklin, and Rafael Chaves

TL;DR
This paper introduces a framework to quantify causal influences in quantum systems, revealing that all pure entangled states violate classical causal bounds even without Bell inequality violations, challenging traditional causality notions.
Contribution
It presents a novel method to estimate causal influences in quantum scenarios independent of interventions and Bell inequalities, highlighting quantum entanglement's impact on causality.
Findings
All pure bipartite entangled states violate classical causal bounds.
The framework applies to classical, quantum, and post-quantum common causes.
Violations occur even in scenarios where Bell inequalities are not violated.
Abstract
Quantum mechanics challenges our intuition on the cause-effect relations in nature. Some fundamental concepts, including Reichenbach's common cause principle or the notion of local realism, have to be reconsidered. Traditionally, this is witnessed by the violation of a Bell inequality. But are Bell inequalities the only signature of the incompatibility between quantum correlations and causality theory? Motivated by this question we introduce a general framework able to estimate causal influences between two variables, without the need of interventions and irrespectively of the classical, quantum, or even post-quantum nature of a common cause. In particular, by considering the simplest instrumental scenario -- for which violation of Bell inequalities is not possible -- we show that every pure bipartite entangled state violates the classical bounds on causal influence, thus answering in…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
