Research Papers
Papers organized by their role in the argument.
4 published • 8 under review • 23 total
Core Thesis
The foundational claim: intelligence arises from high-dimensional coherent dynamics.
Mathematical Foundations
Rigorous proofs underlying the claims. Why observers can't keep up, why collapse is categorical, why emergence is real.
Minimal Embedding Dimension for Self-Intersection-Free Recurrent Processes
Information Geometry (submitted)
Curvature Amplification of Tracking Complexity on Statistical Manifolds
Information Geometry (in preparation)
Coupling-Induced Rank Transitions in Statistical Manifolds
Annals of the Institute of Statistical Mathematics (in preparation)
Information Geometry of Nested Frequency Hierarchies: Why Biological Systems Exhibit High-Dimensional Coherence
Information Geometry (in preparation)
Alignment Probabilities on Product Statistical Manifolds: Fisher Information and Coordination Depth
Information Geometry (in preparation)
Quotient Geometry of Statistical Manifolds Under Dimensional Collapse
Information Geometry (in preparation)
Biological Mechanisms
How living systems exploit the high-dimensional regime. Thermodynamics, timing, development, and code emergence.
The Limits of Falsifiability: Dimensionality, Measurement Thresholds, and the Sub-Landauer Domain in Biological Systems
BioSystems (October 2025)
Timing Inaccessibility and the Projection Bound: Resolving Maxwell's Demon for Continuous Biological Substrates
BioSystems (November 2025)
Coherence Time in Biological Oscillator Assemblies Bounds the Rate of State Registration
BioSystems (R1 revision)
Nonergodic Development: How High-Dimensional Systems with Low-Dimensional Anchors Generate Phenotypes
BioSystems (submitted)
Why Abiogenesis Experiments Produce Building Blocks But Not Codes: An Effective Dimensionality Threshold
Discover Life (submitted)
Implications
What this means for AI, consciousness, agency, and epistemology.
Substrate Dimensionality in Neural Systems: Limits on Capability, Interpretability, and Consciousness
Biological Cybernetics (submitted)
Agency and Power Across Biological Scales: A Framework for Cross-Scale Analysis
Biology & Philosophy (submitted)
Epistemic Frustration: Dimensional Collapse and the Limits of Falsifiability in Complex Systems
Biology & Philosophy (in preparation)
Costly Signaling and Coalition Formation Across Biological Scales
Biology & Philosophy (in preparation)
Physics Program
Extension to fundamental physics. Time, gravity, and cosmology from dimensional constraints.
A Thermodynamic Foundation for the Second Law of Infodynamics
IPI Letters (In Press)
Time as Information Rate Through Dimensional Apertures: Black Hole Phenomenology from Observer-Relative Channel Capacity
IPI Letters (submitted)
Time, Mathematics, and the Relaxing Knot: A Geometric Foundation for Infodynamics
IPI Letters (submitted)
Gravity as Constraint Compliance: A Thermodynamic Framework for Quantum Gravity
Foundations of Physics (in preparation)
Discreteness from Identifiability: Why Continuous Physics Produces Integers
IPI Letters (in preparation)