Author: Denis Avetisyan
A new analysis reveals that violations of Bell inequalities, long considered proof of quantum entanglement, may be replicated by alternative, non-quantum models.

The study demonstrates that existing Bell-CHSH tests do not definitively rule out all local hidden variable theories.
While Bell-Clauser-Horne-Shimony-Holt (Bell-CHSH) tests are widely used to certify quantum behavior, their definitive interpretation remains subtly contested. This paper, ‘Possible Vulnerability of Bell-Clauser-Horne-Shimony-Holt Tests used for Quantum Certification’, reports a hidden variable model capable of reproducing the statistical predictions of quantum mechanics for Bell-CHSH tests. This demonstrates that observed violations of the Bell-CHSH inequality do not necessarily mandate non-local realism, raising questions about the exclusivity of quantum explanations. Could alternative theoretical frameworks, compliant with locality and realism, also account for observed experimental results and, if so, what are the implications for quantum certification protocols?
The Crumbling Foundations: Local Realism Under Scrutiny
For centuries, the framework of physics rested upon the principles of local realism, a worldview deeply ingrained in classical intuition. This perspective posited that objects possess definite properties – such as position or momentum – at all times, irrespective of whether those properties are measured. Crucially, local realism also dictates that any influence between objects must occur at or below the speed of light; distant objects cannot instantaneously affect one another. This notion aligned with everyday experience and formed the basis for understanding the physical world, allowing scientists to predict and explain phenomena with remarkable accuracy. However, the advent of quantum mechanics began to reveal subtle inconsistencies, challenging this long-held assumption and prompting a re-evaluation of the very nature of reality itself.
For centuries, the understanding of physical reality rested on the seemingly sensible notion that objects possess definite properties – like position or momentum – regardless of whether those properties are measured. This intuitive framework, termed local realism, also posits that no influence can travel faster than light, preventing instantaneous action at a distance. However, the advent of quantum mechanics introduced phenomena, most notably entanglement, that increasingly challenge this worldview. Entangled particles become linked in such a way that they share the same fate, no matter how far apart they are. Measuring a property of one particle instantaneously determines the corresponding property of the other, seemingly violating the principle that information cannot travel faster than light and suggesting that properties may not be definite until measured. This tension between the intuitive expectations of local realism and the counterintuitive predictions of quantum mechanics has driven decades of research aimed at understanding the fundamental nature of reality itself.
To address the seemingly probabilistic nature of quantum mechanics, the hypothesis of hidden variables arose as an attempt to preserve the classical intuition of determinism while still accounting for quantum phenomena. This concept posits that quantum particles possess additional, unobserved properties – these âhidden variablesâ – which, if known, would fully define the particleâs behavior and eliminate the need for probabilistic descriptions. However, simply proposing these variables isnât enough; the theory demands stringent experimental verification to demonstrate their existence and influence. Tests must not only confirm the presence of these hidden variables but also ensure they donât violate fundamental principles like locality – the idea that an object is only directly influenced by its immediate surroundings – making the pursuit of hidden variable theories a complex and ongoing area of research in quantum foundations.
Probing the validity of local realism demands experimental techniques specifically designed to measure the correlations arising between quantum particles. These aren’t simple observations of individual properties, but rather statistical analyses of paired particles-often photons or electrons-to determine if their behaviors are linked in a way that would be impossible under the constraints of local realism. Experiments, such as those employing Bell tests, meticulously analyze these correlations by measuring properties along different axes, seeking violations of Bell’s inequalities-mathematical limits imposed by local realism. A violation indicates that either the assumption of locality or realism, or both, must be abandoned, suggesting a deeper, non-classical connection between the entangled particles. The precision of these measurements is crucial, as subtle correlations can be masked by experimental noise, necessitating increasingly sophisticated detection systems and rigorous statistical analysis to confidently challenge or uphold the foundations of how reality operates at the quantum level.
The Bell-CHSH Test: A Quantum Fingerprint
The Bell-CHSH test is an experimental approach to determine whether nature adheres to the principles of local realism. This is achieved by measuring the correlations between entangled particles – particles whose quantum states are linked regardless of the distance separating them. Specifically, the test involves multiple measurement settings on each particle and comparing the observed correlation statistics to the predictions of local realism. If these statistics violate certain mathematical inequalities – known as Bell inequalities – it indicates that at least one assumption of local realism – locality or realism – must be false. The test doesn’t prove quantum mechanics is correct, but rather demonstrates that any theory based on local realism is incompatible with the observed quantum correlations.
Bell inequalities represent mathematical constraints derived from the principles of local realism – the assumptions that physical properties have definite values independent of measurement and that any influence between spatially separated events cannot travel faster than light. These inequalities, such as the Clauser-Horne-Shimony-Holt (CHSH) inequality, establish an upper bound on the correlation strength that can be observed between measurements on two particles if local realism holds. Specifically, the CHSH inequality takes the form |S| \le 2 , where S is a correlation function dependent on measurement settings. Experimental violation of this inequality – observation of a value of |S| > 2 – demonstrates that at least one of the assumptions of local realism must be false, providing evidence for quantum non-locality or the contextuality of physical properties.
Entangled states are fundamental to the Bell-CHSH test because they exhibit correlations stronger than those permitted by local realism. A commonly used example is the singlet state, described by the normalized wavefunction \frac{1}{\sqrt{2}} ( |01\rangle - |10\rangle ) , where |0â© and |1â© represent the possible states of each particle. In this state, measuring a particular property on one particle instantaneously determines the outcome of measuring the same property on the other, regardless of the distance separating them. These correlations, arising from the quantum mechanical superposition and entanglement, are essential for demonstrating violations of Bell inequalities and thus, testing the foundations of local realism. The strength of these correlations is directly related to the degree of entanglement present in the initial state.
The validity of the Bell-CHSH test rests on several assumptions concerning the measurement apparatus and process. Specifically, it assumes measurement settings are chosen independently of the hidden variables determining particle states – a condition known as statistical independence. Furthermore, the test requires that detectors function reliably and that the measured correlations accurately reflect the underlying quantum state. Any systematic errors in detection, or correlations between measurement settings and hidden variables, could lead to a false violation of Bell inequalities, incorrectly supporting a non-local theory. Therefore, rigorous experimental control and careful calibration of measurement devices are essential to ensure the meaningful interpretation of Bell-CHSH test results.
Closing the Escape Routes: Fortifying the Test
Bell-CHSH tests, designed to investigate local realism, are susceptible to several experimental loopholes that could falsely support quantum mechanics. The locality loophole arises from the possibility of signaling between measurement devices, invalidating the assumption of spacelike separation. The fair sampling loophole occurs if detectors do not measure all events, biasing the observed correlations. Finally, the memory loophole can occur if measurement settings are not truly random but are correlated with hidden variables from the past. These loopholes necessitate careful experimental design and analysis to ensure the validity of any conclusions drawn from Bell-CHSH tests.
The locality loophole in a Bell-CHSH test stems from the possibility of information exchange between measurement settings, potentially invalidating the assumption of spatial separation. If the measurements are not performed in a manner ensuring their events are spacelike separated – meaning no signal traveling at the speed of light could connect the two measurement events – then correlations observed could be explained by classical signaling rather than quantum entanglement. This is because the outcome of one measurement could, in principle, influence the setting of the other, violating the requirement that the measurement settings be independent. Consequently, experiments must rigorously ensure sufficient spatial and temporal separation between measurements to definitively close this loophole and support conclusions about non-local correlations.
Mitigating loopholes in Bell-CHSH tests necessitates increasingly complex experimental setups and stringent control protocols. This includes precise synchronization of measurement events to ensure spacelike separation, advanced random number generators to prevent detector setting predictability, and meticulous characterization of detector efficiencies and biases. Furthermore, active monitoring and compensation for environmental factors, such as vibrations and electromagnetic interference, are crucial. The implementation of these controls requires sophisticated data acquisition systems and post-processing techniques to identify and account for any remaining systematic errors, thereby increasing confidence in the observed violation of Bell inequalities.
Recent Bell-CHSH experiments have progressively reduced the impact of known loopholes – locality, fair sampling, and memory – through increasingly stringent experimental parameters and innovative designs. Specifically, experiments utilizing cosmic microwave background photons and rapidly switching detectors have demonstrably increased the separation in time and space between measurement events, effectively closing the locality loophole. Simultaneously, improved detector efficiencies and randomness certifications address the fair sampling and memory loopholes, respectively. These advancements have resulted in violations of Bell inequalities exceeding statistical significance thresholds, bolstering the evidence against local realism and providing stronger support for the predictions of quantum mechanics. Current research focuses on simultaneously addressing multiple loopholes within a single experiment to further solidify these conclusions.
Beyond the Horizon: New Ways to Probe Reality
Conventional measurement in quantum mechanics inherently disturbs the system being observed, often collapsing delicate quantum states like entanglement. Weak measurement offers a distinct methodology, applying only a minimal disturbance during the measurement process. This is achieved by coupling the system to a measurement apparatus very weakly, allowing for multiple, sequential measurements without fully âprojectingâ the system into a definite state. Consequently, researchers can gain information about a quantum systemâs properties – such as its wavefunction – while preserving the entanglement between particles, which is crucial for quantum technologies. This technique doesnât reveal a single, definite outcome with each measurement, but instead yields statistical information that, when analyzed collectively, unveils subtle features of quantum behavior otherwise obscured by strong, disruptive measurements.
The conventional understanding of measurement in quantum mechanics assumes a system possesses definite properties even before measurement – a concept known as counterfactual definiteness. However, weak measurement challenges this notion by demonstrating that the very potential for measurement – even if that measurement isnât actually performed – subtly influences the system’s state. This isn’t simply a matter of disturbance from a completed measurement; the act of preparing to observe a property, of having a potential measurement pathway available, appears to leave an imprint on the quantum system. Researchers have found that analyzing these subtle influences, revealed through careful experimental design and mathematical analysis, provides evidence that quantum systems donât necessarily have pre-defined values for all properties until a measurement forces them to âchooseâ a state. This challenges the classical intuition that properties exist independently of observation and suggests a more fluid relationship between observer, measurement, and the observed system.
The detailed analysis of probability densities resulting from weak measurements reveals a profound characteristic of quantum correlations: non-factorability. This means the probability of observing certain outcomes for spatially separated quantum systems cannot be expressed as a product of individual probabilities, indicating a connection beyond what classical physics allows. This non-factorability isn’t simply a mathematical quirk; it provides compelling evidence that quantum systems exhibit non-local correlations, where the state of one particle instantaneously influences another, regardless of the distance separating them. Researchers are finding that by carefully reconstructing these probability distributions, they can quantitatively demonstrate the interconnectedness inherent in quantum mechanics, further solidifying the understanding that these correlations are a fundamental aspect of reality and not merely a result of hidden variables or incomplete information.
Recent investigations have revealed a surprising possibility: violations of the Bell-CHSH inequality, traditionally considered a hallmark of quantum entanglement and non-local hidden variables, can be replicated using solely classical resources. The reported findings demonstrate that carefully constructed weak measurements, coupled with post-selection techniques, allow for the observation of correlations that mimic quantum behavior without actually relying on entanglement. This challenges long-held assumptions about the fundamental nature of these inequalities and suggests that the observed violations aren’t necessarily proof of inherently non-local quantum mechanics. Instead, the results point towards the possibility that specific measurement schemes – even classical ones – can generate seemingly paradoxical correlations, requiring a re-evaluation of how these inequalities are interpreted as indicators of quantum phenomena and prompting further exploration into the role of measurement itself in shaping observed reality.
The pursuit of definitive proof, as this paper illustrates with its examination of Bell-CHSH inequality violations, often reveals the limits of certainty. Itâs a humbling exercise. Max Planck observed, âA new scientific truth does not triumph by convincing its opponents and proclaiming that they are irrational. But rather it will be discovered by the next generation.â The presented work subtly echoes this sentiment; a seemingly firm validation of quantum entanglement – the violation of Bell inequalities – is shown to be susceptible to alternative explanations rooted in hidden variable models. The cosmos doesn’t readily offer conquest, merely observation. It allows theories to flourish, then gently demonstrates their provisional nature, much like a star collapsing into a quiet darkness.
What Lies Beyond Certification?
The persistent attempt to âcertifyâ quantum mechanics through Bell-type tests feels increasinglyâŠquixotic. This work, demonstrating the possibility of hidden variable models mimicking quantum violations of the Bell-CHSH inequality, doesnât invalidate experimentation. Rather, it highlights a fundamental truth: any observational confirmation is, ultimately, bounded by the assumptions embedded within the test itself. The boundary isnât a physical limit, but an epistemological one. A perfect test, like a perfect mirror, reflects only the preconceptions brought to it.
The field now faces a necessary discomfort. The pursuit of ever-more-complex experimental setups, designed to âclose loopholesâ, may be a distraction. Perhaps the focus should shift from attempting to prove quantum mechanics, to rigorously defining the precise conditions under which alternative, locally realistic models fail. The emphasis should be on pinpointing the minimal set of assumptions truly required, not simply accumulating evidence that seems to support the prevailing paradigm.
Black holes serve as apt teachers. They reveal not just what is, but the limits of what can be known. Each carefully constructed inequality, each meticulously gathered data point, is only meaningful within the framework of assumptions that, like light, can vanish beyond an event horizon. The question isn’t whether quantum mechanics is ‘true’, but whether the questions being asked are the right ones, and whether the answers are genuinely beyond the reach of alternative explanations-or simply beyond current scrutiny.
Original article: https://arxiv.org/pdf/2601.07867.pdf
Contact the author: https://www.linkedin.com/in/avetisyan/
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2026-01-14 12:07