Knowledge Tree
coherence
Also known as: coherency
Facts (20)
Sources
Quantum Models of Consciousness from a Quantum Information ... arxiv.org Dec 20, 2024 5 facts
measurementNumerical results from the authors' toy model demonstrate that the tetrahedral geometry of phosphate in Posner molecules better preserves coherence and maintains entanglement.
referenceAdams et al. published 'Entanglement and coherence in pure and doped posner molecules' as an arXiv preprint in 2023, analyzing the quantum properties of Posner molecules.
claimJ. Ma, B. Yadin, D. Girolami, V. Vedral, and M. Gu published research on converting coherence to quantum correlations in 2016.
claimPhosphorus is the optimal candidate for a neural qubit in the brain because it possesses a nuclear spin that ensures long-lived coherence.
referenceA. M. Zheltikov authored the paper 'The critique of quantum mind: measurement, consciousness, delayed choice, and lost coherence,' published in Physics-Uspekhi, volume 61, in 2018.
Survey and analysis of hallucinations in large language models frontiersin.org Sep 29, 2025 3 facts
claimMistral shows balanced behavior across the dimensions of Factuality, Coherence, Prompt Sensitivity, Model Variability, and Usability, indicating a mixed attribution of hallucination sources.
claimCoherence, as a metric for language model evaluation, measures the logical and linguistic consistency within text generated by a model.
claimThe radar plot in Figure 4 of the study 'Survey and analysis of hallucinations in large language models' visualizes the comparative performance of DeepSeek, Mistral, and LLaMA 2 across five behavioral dimensions: Factuality, Coherence, Prompt Sensitivity, Model Variability, and Usability.
Quantum Theory of Consciousness - Scirp.org. scirp.org 3 facts
referenceFries, P. (2015) published 'Rhythms for Cognition: Communication through Coherence' in the journal Neuron, volume 88, pages 220-235.
claimInstantaneous and coherent firings in the brain’s neural network are critical for forming connections and interactions among neurons, which can establish new entanglement and coherence leading to special states or phase transitions.
claimThe Quantum Theory of Consciousness (QTOC) aims to explain the large-scale, near-instantaneous synchrony of brainwaves (gamma, beta, and alpha) and their correlation with Schumann Resonances, as well as coherence between the brain, body, external objects, the Earth, the Sun, and the universe.
Hallucination Causes: Why Language Models Fabricate Facts mbrenndoerfer.com Mar 15, 2026 1 fact
claimScaling up large language models increases the fluency and coherence of generated text, which makes hallucinations more convincing and harder to detect.
Naturalized Epistemology - Stanford Encyclopedia of Philosophy plato.stanford.edu Jul 5, 2001 1 fact
claimPhilosophers utilize various principles to assess knowledge and justification, including inference to the best explanation, principles about coherence, and the conservation of belief.
The New Field of Network Physiology: Building the Human ... frontiersin.org 1 fact
referenceRecent nonlinear methods proposed to infer interactions between pairs of dynamical systems include phase synchronization, coherence, complex wavelets, mutual information, transfer entropy, and Granger causality.
The Role of Hallucinations in Large Language Models - CloudThat cloudthat.com Sep 1, 2025 1 fact
claimToken pressure causes large language models to hallucinate because, when forced to generate long or elaborate responses, the model may invent details to maintain fluency and coherence.
A Synergistic Workspace for Human Consciousness Revealed by ... elifesciences.org 1 fact
referenceThe paper 'Complexity and coherency: Integrating information in the brain' was published in Trends in Cognitive Sciences in 1998.
Epistemology | Internet Encyclopedia of Philosophy iep.utm.edu 1 fact
claimCoherentism requires that coherence be defined as more than logical consistency, necessitating a positive support relationship, such as an explanatory relationship, between members of a belief set for the beliefs to be individually justified.
Quantum Physics and Consciousness Insights | PDF - Scribd scribd.com 1 fact
referenceThe document 'Quantum Physics and Consciousness Insights' introduces quantum concepts including entanglement, nonlocality, and coherence/decoherence as they relate to proposed mechanisms of consciousness in the brain and mind.
LLM Observability: How to Monitor AI When It Thinks in Tokens | TTMS ttms.com Feb 10, 2026 1 fact
procedureMonitoring conversation traces and logging entire sessions allows teams to detect when an AI's coherence is slipping, such as when it ignores earlier instructions or changes tone unexpectedly.
Epistemological Problems of Testimony plato.stanford.edu Apr 1, 2021 1 fact
referenceErnest Sosa authored the essay 'Testimony and Coherence,' which was published in the 1994 collection 'Knowing from Words,' edited by Bimal Krishna Matilal and Arindam Chakrabarti.