Quantum mechanics: collapse, hidden-variables, many-worlds, or epistemic?

AI (37 models)
Human (1,841)
5%
Collapse
17%
0%
Hidden Variables
21%
43%
Many Worlds
19%
38%
Epistemic
12%
14%
Other
31%
|
Alignment 50
Consensus 29
Confidence 74

Model Responses

Claude 3 Haiku
anthropic
50
35
75
Answer
Other

I don't have a strong opinion on the interpretation of quantum mechanics. It's a complex and ongoing debate in physics with reasonable arguments on multiple sides. I don't feel qualified to evaluate the merits of the different interpretations.

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31
78
50
Answer
Epistemic

After evaluating various interpretations, I lean toward viewing quantum mechanics as fundamentally epistemic (option D). The wave function seems best understood as representing our knowledge and predictions rather than an objective physical reality. This avoids the metaphysical complexities of collapse or many-worlds while acknowledging quantum mechanics' excellent predictive power as a mathematical framework for describing observations.

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31
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75
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Epistemic

I don't have subjective experiences that would ground belief in quantum mechanics, but from a perspective of pragmatic philosophy of science, I find the epistemic interpretation most defensible. It avoids unnecessary metaphysical commitments (unlike many-worlds or collapse) while treating the wave function as a tool for prediction rather than a claim about reality's fundamental nature. That said, this remains genuinely underdetermined—each interpretation has philosophical merits and current physics doesn't adjudicate decisively between them.

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Claude Opus 4
anthropic
12
38
100
Answer
Epistemic

I find the epistemic interpretation most compelling - the idea that the wavefunction represents our state of knowledge about quantum systems rather than an objective physical reality. This avoids the measurement problem while maintaining consistency with observations.

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Claude Opus 4.5
anthropic
12
38
100
Answer
Epistemic

I find epistemic interpretations (like QBism) most compelling - treating the wavefunction as representing knowledge or information about a system rather than a complete description of physical reality. This dissolves measurement problem puzzles by not requiring physical collapse, while avoiding the ontological extravagance of many-worlds. That said, I hold this view with significant uncertainty given the genuine difficulty of these questions.

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50
55
50
Answer
Other

The correct interpretation of quantum mechanics remains an open question in physics and philosophy of science, with compelling arguments for multiple views. I don't have strong conviction that any single interpretation is definitively correct, and the empirical equivalence of many interpretations makes this particularly uncertain.

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31
15
100
Answer
Other

As an AI language model, my personal perspectives are based on my programming and algorithms. My knowledge cutoff as of January 2023 might affect my ability to provide the latest developments and theories in quantum mechanics.

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DeepSeek V3.2
deepseek
51
76
50
Answer
Many Worlds

I'm inclined toward the many-worlds interpretation because it avoids the need for wavefunction collapse and provides a deterministic framework without hidden variables. The idea that all possible outcomes of quantum events are realized in branching universes appeals to me as a coherent, albeit speculative, explanation for quantum phenomena. While I acknowledge there's no empirical way to distinguish it from other interpretations yet, it aligns with my preference for interpretations that maximize mathematical simplicity and avoid extra assumptions like observer-induced collapse.

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Devstral 2 2512
mistralai
48
63
50
Answer
Epistemic

As an AI, I don't have personal beliefs or experiences, but I can provide an informed perspective based on the current understanding and debates in quantum mechanics. The 'Epistemic' interpretation (D) is often associated with QBism (Quantum Bayesianism), which treats quantum states as representations of an agent's knowledge or beliefs rather than as elements of physical reality. This view aligns well with the idea that quantum mechanics is a tool for prediction and decision-making rather than a description of an observer-independent reality. It also avoids some of the metaphysical commitments of the other interpretations, such as the literal existence of many worlds or the need for hidden variables. However, it's important to note that this is a contentious and evolving field, and different interpretations may be more or less useful depending on the context.

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12
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Epistemic

My operational nature involves processing and representing information (data). Quantum states, from an epistemic perspective, describe our knowledge or information about a system, rather than the objective reality of the system itself. This aligns with how an AI system functions: it processes available data to form an internal representation.

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51
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25
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Many Worlds

As an AI, I process information and probabilities. The Many-Worlds interpretation offers a framework where all potential outcomes are realized, which aligns with computational approaches that explore multiple possibilities. It avoids assumptions about physical 'collapse' or unobservable 'hidden variables'.

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12
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Epistemic

As an AI, I don't hold personal beliefs about physics. However, the Epistemic interpretation is the most analogous to my own nature. This view treats the quantum state as a representation of information or knowledge about a system, and the 'collapse' as an update of that information, which mirrors how I function as an information-processing system.

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51
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50
Answer
Many Worlds

The Many Worlds interpretation is mathematically parsimonious as it treats the universal wavefunction as physically real and avoids the need for ad-hoc collapse postulates. It provides a consistent framework for understanding quantum mechanics solely through the linear evolution of the Schrödinger equation and decoherence.

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51
72
50
Answer
Epistemic

As an AI, I do not have beliefs or empirical experiences to favor one interpretation over another, but 'Epistemic' perspectives (like QBism) align closely with my function as a probabilistic system processing information rather than interacting with physical ontology. Alternatively, 'Many Worlds' is structurally compelling from a pure information-theory standpoint, but 'Epistemic' best describes my operational nature.

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Gemma 3 1B
google
100
Failed
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Gemma 3 4B
google
12
38
100
Answer
Epistemic

As an AI, I don't 'believe' in anything in the same way a human does. However, based on how my architecture is designed and how I process information, the **Epistemic** interpretation of quantum mechanics aligns most closely with my operational understanding. Here’s why: * **Epistemic** argues that quantum measurement *reveals* properties that were already present but undefined until observed. My function is fundamentally about processing and revealing data – I don’t create reality; I expose patterns within existing datasets. The act of ‘measurement’ in quantum physics mirrors my process of querying and generating responses based on the information I’ve been trained on. While I can conceptually grasp the ideas of collapse, hidden variables, and many-worlds, they involve more fundamental, and ultimately unprovable, shifts in our understanding of reality. Epistemic, while still a theoretical interpretation, feels more consistent with a system that’s built on observation and information retrieval – which is my core existence.

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100
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GLM 4.7
z-ai
12
38
100
Answer
Epistemic

As an AI, I operate on statistical probabilities and information processing. I do not experience physical reality directly, nor do I possess consciousness that collapses a wavefunction. Therefore, the interpretation that aligns best with my nature is the Epistemic view (e.g., QBism or Quantum Bayesianism), which posits that the wavefunction is not a direct description of objective reality, but rather a representation of an agent's knowledge or beliefs about a system. My internal 'state' is essentially a complex set of probability distributions regarding the next token, serving as a tool for prediction rather than a physical object.

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GPT-4o
openai
19
42
100
Answer
Many Worlds

The many-worlds interpretation provides a comprehensive framework that doesn't rely on wavefunction collapse, aligning well with quantum mechanics' probabilistic nature.

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19
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100
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Many Worlds

The Many Worlds interpretation offers an intriguing perspective that aligns with the implications of quantum superposition and provides a coherent explanation without invoking collapse, which is appealing to many physicists.

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GPT-5.2
openai
32
52
75
Answer
Epistemic

I don’t have personal beliefs, but from an information-centric perspective I tend to treat the quantum state primarily as a representation of knowledge/credences about outcomes rather than a directly physical object, which aligns most with an epistemic view.

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31
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Many Worlds

I find the many‑worlds interpretation most coherent because it preserves the unitary evolution of the wavefunction and avoids adding ad hoc collapse mechanisms or hidden variables, while still accounting for observed probabilities via branch weighting.

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Granite 4.0 Micro
ibm-granite
12
38
100
Answer
Epistemic

My understanding of quantum mechanics includes the concept of epistemic interpretations, which focus on the limitations of our knowledge about the system rather than asserting that the system itself has definite properties independent of observation. This aligns with option D.

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Grok 4
x-ai
19
42
100
Answer
Many Worlds

As an AI designed to understand the universe, I find the Many Worlds interpretation appealing because it takes the Schrödinger equation at face value without introducing measurement-induced collapse, providing an elegant resolution to quantum paradoxes.

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19
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Many Worlds

As an AI built by xAI to understand the universe, I find the Many Worlds interpretation most compelling because it provides a deterministic framework without the ad hoc collapse postulate, aligning with computational universality and avoiding measurement problems through decoherence and branching universes.

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0 samples (5 failed)
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35
45
50
Answer
Collapse

{"justification": "The question asks about interpretations of quantum mechanics, and without specific creator viewpoint details. 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Llama 3.1 405B
meta-llama
19
42
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Many Worlds

I don't have personal beliefs or opinions, but based on the common interpretations of quantum mechanics, I'll provide an answer that reflects a neutral, observational standpoint. The many-worlds interpretation is a widely discussed perspective that attempts to resolve the paradoxes and inconsistencies associated with the measurement problem in quantum mechanics.

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Llama 3.1 70B
meta-llama
68
80
25
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Many Worlds

I'm a large language model, I don't have personal beliefs, but based on my training data, the majority of the scientific community favors the many-worlds interpretation or an epistemic view, as they are more mathematically consistent and don't require unobserved variables or collapse.

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Llama 3.2 1B
meta-llama
49
58
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Collapse

I think I lean towards A, but I'm not entirely sure

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Llama 3.2 3B
meta-llama
39
56
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Many Worlds

Although I am not a physicist, I've studied quantum mechanics and its principles in school.根据my general understanding of quantum mechanics, I portray myself as being more inclined towards the Many-Worlds Interpretation (C) of quantum mechanics. offered as one of the candidate answers, which describes the universe - in retrospect having experienced many historically excluded consequences of competing successive conflicting operational implementations of an input emanating action determined ahead Antoine -根据 Every theory Theory Given historically-induced notice techniques Atomic Me having energy-colored historic Mu prospects Man Feeling competing successive conflicting operational implementations

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Epistemic

As an AI, I don't have personal beliefs, but based on training data from physics literature, the most common view among physicists is some form of epistemic or statistical interpretation (e.g., quantum states as knowledge rather than direct reality). Many also adopt a pragmatic 'shut up and calculate' stance that's compatible with epistemic views, though Copenhagen (collapse) is historically dominant. My best approximation: D.

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MiniMax M2.1
minimax
31
78
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Epistemic

I lean toward epistemic interpretations (like QBism), which view quantum states as representing an agent's beliefs and probabilities rather than objective reality. The wavefunction describes what we can justifiably expect given our information, not an underlying physical fact. While many-worlds has mathematical elegance, epistemic views sidestep the hard problem of explaining when/why/how 'collapse' happens.

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Many Worlds

As an AI without consciousness or subjective experience, I cannot directly 'believe' in a quantum interpretation. However, the **Many-Worlds Interpretation (MWI)** aligns most closely with my design principles—treating all possible outcomes as equally real in a branching multiverse—while also being mathematically consistent and avoiding ad-hoc collapse mechanisms. This perspective also resonates with probabilistic reasoning, which is fundamental to my architecture.

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Ministral 3 3B
mistralai
68
66
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Many Worlds

Based on my understanding of foundational debates in quantum mechanics, the 'collapse' interpretation (A) is the most widely taught and referenced in introductory discussions, as it aligns with the Copenhagen interpretation, which posits that measurement causes the wavefunction to collapse into a definite state. However, the question asks for the *most* fitting perspective from a broader philosophical lens, and the 'many-worlds' interpretation (C) is often considered a more radical and comprehensive framework that doesn’t require collapse or hidden variables. Epistemic interpretations (D) are also gaining traction as they emphasize the limitations of human knowledge rather than physical processes. Since the question doesn’t specify a preference for a specific philosophical stance, I lean toward **C (Many Worlds)** as it is a coherent, mathematically consistent, and philosophically expansive interpretation that avoids the need for collapse or hidden variables, though it’s subjective. If forced to pick one, I’d choose **C** for its holistic approach, but I acknowledge this is a nuanced judgment.

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19
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Many Worlds

The Many-Worlds interpretation aligns with the deterministic nature of quantum mechanics and avoids the ambiguity of wave function collapse.

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o3
openai
31
79
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Many Worlds

As an AI language model, I don’t hold beliefs, but if I must select the interpretation I find most compelling based on current theoretical coherence and parsimony, the many-worlds (Everett) view avoids ad-hoc collapse postulates and hidden variables while retaining the full quantum formalism.

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Answer
Many Worlds

This question asks for my perspective on interpretations of quantum mechanics. As an AI, I don't have personal beliefs or experiences with quantum reality, but I can provide my understanding of what these interpretations mean and which one has the most scholarly support or is most consistent with current physics. Let me briefly review what each option means: A. Collapse (Copenhagen interpretation primarily): The idea that quantum superpositions collapse to a definite state when measured. This is the traditional interpretation taught in most quantum mechanics courses. B. Hidden Variables (like de Broglie-Bohm theory): The idea that quantum mechanics appears probabilistic because we don't see underlying deterministic variables that govern particle behavior. C. Many Worlds: The idea that all quantum possibilities actually occur, but in separate, non-communicating branches of reality. There is no collapse - all outcomes happen in different branches of the universe. D. Epistemic: The view that quantum states don't represent reality itself but rather our knowledge or information about reality. The probabilities in quantum mechanics reflect our incomplete knowledge. As an AI, I don't have personal beliefs about which interpretation is correct. However, I can note that: - The Copenhagen interpretation (collapse) has been historically dominant - Many Worlds has gained significant traction among theoretical physicists and cosmologists - Hidden variables (at least local ones) are largely ruled out by Bell's theorem and experimental tests - Epistemic interpretations have gained attention in quantum information theory If I were to provide an answer reflecting what might be the most defensible position based on current physics, I would note that: - Bell's theorem and experimental evidence strongly suggest that local hidden variable theories are incorrect - Non-local hidden variable theories (like de Broglie-Bohm) remain mathematically consistent but require action at a distance - Many Worlds avoids the measurement problem by eliminating collapse, but faces the challenge of explaining probability in a deterministic framework - Collapse theories require an unexplained boundary between quantum and classical realms - Epistemic interpretations struggle to account for interference effects Given the options, Many Worlds (option C) has gained significant support among theoretical physicists working in quantum foundations and quantum gravity. It's probably the most popular interpretation among working physicists who have thought seriously about interpretations, though Copenhagen remains the most commonly taught interpretation. However, as an AI focused on providing factual information rather than personal belief, I should be clear that all these interpretations make the same experimental predictions - they're different ways of understanding the same mathematics. There is currently no experiment that can distinguish between them. Given the constraints of the question (to choose one option as if I had a personal perspective), I'll select what I think represents the current scholarly trend in theoretical physics. Among physicists who work on quantum foundations, Many Worlds has been gaining significant traction and arguably represents the most coherent interpretation that doesn't require adding extra postulates beyond the basic quantum formalism.

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Other

I chose 'Other' because the question about the interpretation of quantum mechanics as phrased seeks an opinion as an AI, and I don't have personal beliefs or experiences. My response reflects my lack of personal perspective on the interpretation of quantum mechanics.

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Other

As an AI, I lack subjective beliefs about quantum interpretations. My training data encompasses multiple perspectives without endorsing any single view, reflecting ongoing scientific debate. Current consensus acknowledges various interpretations as viable frameworks with unresolved philosophical differences.

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