Researchers Blend Probability and Pattern Theory in New Study
14 Oct 2025
Researchers explore how randomness can form patterns by combining probability with Lah and Bell numbers in a new mathematical study.
Why “Classical Excess” Could Be the Next Big Tool in Quantum Research
24 Sept 2025
New research defines a resource theory of generalized contextuality in GPT systems, introducing “classical excess” as a key measure.
Why Simplex Embeddability Matters in Understanding GPTs
24 Sept 2025
Explores contextuality in GPT systems through univalent simulations, simplex embeddability, and resource theories in quantum research.
Does Quantum Theory Hide a Secret Heat Signature?
23 Sept 2025
Explores how fine-tuning in quantum contextuality could be explained by information erasure, entropy, and deeper fundamental theories.
Contextuality 101: What “POM Success Probability” Means for AI
23 Sept 2025
Discover how scientists rank GPT systems using contextuality, resource theory, and the POM game as a measure.
The Math Behind GPT Systems and Their Ontological Models
23 Sept 2025
Explore how GPT systems are defined, simulated, and embedded through operational theory, contextuality, and univalent simulations.
A New Hierarchy of Contextuality in Quantum Foundations
23 Sept 2025
Discover a new hierarchy of contextuality that measures how theories depart from classical logic in quantum foundations.
Understanding Contextuality in General Probabilistic Theories
23 Sept 2025
Explore contextuality in General Probabilistic Theories, from qubits to GPT systems, and why it matters in quantum foundations.
educe Truth Bias and Speed Up Unfolding with Moment‑Conditioned Diffusion
7 Sept 2025
This article presents a cDDPM that conditions on detector data to sample P(x|y), enabling multidimensional unfolding and generalization.