Aggregation Is Not Awareness: Recursive Epistemic Mediation and Individual Authorship under Generative AI
Zenodo
QDR Labs — Independent Research
Rigor at the edges of physics, mathematics, cognitive science, and machine learning.
A working portfolio of papers, technical writing, and recorded lectures from the QDR Labs research program.
Recent papers
All papers →Sleep Quality Beyond Quantity: A Multidimensional Account for Students, Researchers, and Educators
Zenodo
A Typed Named Tensor Notation for Deep Learning
Zenodo
A Hazard Model for AI-Induced Compression in Knowledge Professions
Zenodo
Renormalized Volume as an Information-Capacity Functional for Hyperbolic Generative Models
Zenodo
Expanding Quantum Oracle Sketching and Classical Shadows
Zenodo
On the Optimality and Generalization of Quantum Oracle Sketching
Zenodo
From Acoustic Mechanics to a Category of Perceptual Music: A Mathematical Framework with a Spatial Case Study of Corigliano’s Circus Maximus
Zenodo
Recent writing
All writing →Welcome to QDR Labs
QDR Labs is an independent research and development firm specializing in AI Analytics, Deep Learning Algorithmics, Blockchain technologies, Quantum computation, and healthcare finance dynamics.