Warring Contextualities -- Provably Classical vs Provably Nonclassical
- URL: http://arxiv.org/abs/2604.14319v2
- Date: Fri, 17 Apr 2026 12:55:43 GMT
- Title: Warring Contextualities -- Provably Classical vs Provably Nonclassical
- Abstract summary: We argue that Kochen-Specker contextuality provides a generalisation of the idea of system being fundamentally nonclassical, while Spekkens' noncontextuality provides a generalisation of the idea of a system being classical.<n>This allows us to reconcile the two approaches, as different stages in a hierarchy of classicality/nonclassicality.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: In the literature, there are two differing definitions of contextuality: Kochen and Specker's, and Spekkens' (or ``generalised''). However, researchers using one of these definitions rarely consider the other, meaning comparative analysis of these two notions is rare. In this paper, we advance the idea that Kochen-Specker contextuality provides a generalisation of the idea of system being fundamentally nonclassical, while Spekkens' noncontextuality provides a generalisation of the idea of a system being classical. This allows us to reconcile the two approaches, as different stages in a hierarchy of classicality/nonclassicality.
Related papers
- Floating or Suggesting Ideas? A Large-Scale Contrastive Analysis of Metaphorical and Literal Verb-Object Constructions [53.690096725532726]
We analyze 297 English verb-object pairs (e.g., float idea vs. suggest idea) in 2M corpus sentences.<n>Using five NLP tools, we extract 2,293 cognitive and linguistic features capturing affective, lexical, syntactic, and discourse-level properties.<n>Cross-pair results show literal contexts have higher lexical frequency, cohesion, and structural regularity, while metaphorical contexts show greater affective load, imageability, lexical diversity, and constructional specificity.
arXiv Detail & Related papers (2026-04-09T14:08:57Z) - Reassessing the boundary between classical and nonclassicalfor individual quantum processes [9.7383000873479]
We show that this notion can be leveraged to define a classical-nonclassical divide for individual quantum processes of arbitrary type.<n>We begin the task of characterizing where the classical-nonclassical divide lies according to this proposal for a variety of different types of processes.
arXiv Detail & Related papers (2025-03-07T19:09:45Z) - SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery [55.72840638180451]
Generalized Category Discovery aims to simultaneously uncover novel categories and accurately classify known ones.
Traditional methods, which lean heavily on self-supervision and contrastive learning, often fall short when distinguishing between fine-grained categories.
We introduce a novel concept called self-expertise', which enhances the model's ability to recognize subtle differences and uncover unknown categories.
arXiv Detail & Related papers (2024-08-26T15:53:50Z) - How Do In-Context Examples Affect Compositional Generalization? [86.57079616209474]
In this paper, we present CoFe, a test suite to investigate in-context compositional generalization.
We find that the compositional generalization performance can be easily affected by the selection of in-context examples.
Our systematic experiments indicate that in-context examples should be structurally similar to the test case, diverse from each other, and individually simple.
arXiv Detail & Related papers (2023-05-08T16:32:18Z) - Bell Nonlocality in Classical Systems Coexisting with other System Types [0.1874930567916036]
We show that classical theory can in principle be falsified if classical systems coexist with other types of physical systems.
We show that measurements outcomes in classical theory cannot be regarded as pre-determined by the state of an underlying reality.
arXiv Detail & Related papers (2023-01-26T01:01:21Z) - On the system loophole of generalized noncontextuality [0.0]
We introduce the concept of the noncontextuality graph of a prepare-and-measure scenario.
We argue that whether or not an experiment is noncontextual is not as absolute as often perceived.
arXiv Detail & Related papers (2022-09-09T18:00:38Z) - Violating the KCBS inequality with a toy mechanism [0.0]
We show a thought experiment'' where a classical object obeying the laws of classical physics is used to generate experimental data violating the KCBS inequality.
We give special attention to the distinction between classical realism and classicality, and to the contrast between contextuality within and beyond quantum theory.
arXiv Detail & Related papers (2021-09-16T00:36:31Z) - Varieties of contextuality based on probability and structural
nonembeddability [0.0]
Kochen and Specker's Theorem0 is a demarcation criterion for differentiating between those groups.
Probability contextuality still allows classical models, albeit with nonclassical probabilities.
The logico-algebraic "strong" form of contextuality characterizes collections of quantum observables that have no faithfully embedding into (extended) Boolean algebras.
arXiv Detail & Related papers (2021-03-10T15:04:34Z) - Lexical semantic change for Ancient Greek and Latin [61.69697586178796]
Associating a word's correct meaning in its historical context is a central challenge in diachronic research.
We build on a recent computational approach to semantic change based on a dynamic Bayesian mixture model.
We provide a systematic comparison of dynamic Bayesian mixture models for semantic change with state-of-the-art embedding-based models.
arXiv Detail & Related papers (2021-01-22T12:04:08Z) - Emergence of classical behavior in the early universe [68.8204255655161]
Three notions are often assumed to be essentially equivalent, representing different facets of the same phenomenon.
We analyze them in general Friedmann-Lemaitre- Robertson-Walker space-times through the lens of geometric structures on the classical phase space.
The analysis shows that: (i) inflation does not play an essential role; classical behavior can emerge much more generally; (ii) the three notions are conceptually distinct; classicality can emerge in one sense but not in another.
arXiv Detail & Related papers (2020-04-22T16:38:25Z) - A Benchmark for Systematic Generalization in Grounded Language
Understanding [61.432407738682635]
Humans easily interpret expressions that describe unfamiliar situations composed from familiar parts.
Modern neural networks, by contrast, struggle to interpret novel compositions.
We introduce a new benchmark, gSCAN, for evaluating compositional generalization in situated language understanding.
arXiv Detail & Related papers (2020-03-11T08:40:15Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.