Research
Every claim on this site traces to one of the records below. Each is archived on Zenodo with a DOI — versioned, citable, and readable in full.
Published records
Holosynthics: Composition Laws for Signed Digital Entities
Holosynthics is the science of digital matter — the discovery that signed digital entities combine, compose, and produce emergent properties following laws analogous to chemistry, while preserving every entity that exists, whether selected or not. This paper introduces ten irreducible primitives, a five-level composition hierarchy, three governing laws (Conservation of Proof, Accumulative Synthesis, Irreversible Genesis), and a Signed Periodic Table that predicts the existence of undiscovered entity classes. The philosophical foundation rests on a 2,400-year lineage from Plato through Lewis and Tegmark: all possibilities exist; selection is activation, not destruction. The paper is signed by the system it describes — the first scientific manuscript whose theory is proven by its own artifact.
Read Paper →Verifiable Process Infrastructure: A Formal Framework for Cryptographically Provable Business Processes
This paper introduces Verifiable Process Infrastructure (VPI), a new category of digital infrastructure that sits at the intersection of three established fields: cryptographic provenance and attestation, verifiable credentials and digital identity, and business process management. We provide a formal definition grounded in four axioms derived from Holosynthics, a composition theory for signed digital entities (DOI: 10.5281/zenodo.19852341). Three theorems establish soundness, necessity, and sufficiency. Eleven regulatory regimes — including SOX, DORA, SEC 17a-4, MiFID II, GDPR, and BCBS 239 — are shown to require VPI properties that no existing tool provides. The GI Engine is presented as a reference implementation. Market analysis estimates a $10–30B addressable market by 2030. This document was cryptographically signed by the system it describes.
Read Paper →Empirical Validation of the Holosynthics Periodic Table: Cross-Model Universality, Hallucination Detection, and Surgical Repair Across Transformer Architectures
Empirical validation of the Holosynthics periodic table across 11 transformer models from 9 organizations (117M to 9B parameters, 2019-2025). All eight irreducible information types confirmed in 10/11 models. 100% atom classification on Llama 3.1 8B (962 atoms). Dual-signal hallucination detection: 10/10 accuracy. Surgical repair: average x1.86 (GPT-2 Small) and x9.08 (Llama 3.1 8B). 3,000 sequential edits. Classification, detection, and repair methods protected by USPTO provisional patents 64/029,741, 64/048,143, 64/092,514, 64/092,517.
Read Paper →BIO56: Deterministic Decomposition of Biological Data into 56 Elements — Experimental Results
941 biological entities from 4 independent data domains — 671 cancer-gene DNA sequences (NCBI), 185 BRCA1-associated protein structures (RCSB PDB), 1,904 breast cancer patients (METABRIC cohort), and 84 live-cell DIC microscopy frames (Cell Tracking Challenge) — were decomposed into 54,986,846 atoms using a deterministic 7-law classification cascade (8 atom types × 7 laws = 56 elements). 19 genes were found across domains automatically, including a 3-way BRCA1 identity proof (487 independent occurrences across DNA, protein, and clinical data). Every measurement is a mathematical formula — no AI, no trained models, no hyperparameters. This document presents results only — method protected by provisional patents #64/029,741 and #64/048,143 filed with the USPTO.
Read Paper →ROBO56: Universal Robotic Sensor Decomposition — 10 Sensors, 2 Platforms, 74.4M Atoms
Experimental proof that the Holosynthics 56-element periodic table decomposes real robotic sensor data from two platforms — an autonomous vehicle (nuScenes: LiDAR, radar, camera, ego pose, calibration) and a drone (M3ED: Ouster LiDAR, dual IMU, stereo+RGB camera, event camera, SE3 pose) — into 74,373,570 real atoms using the same 8-atom-kind engine proven on biological data (BIO56). 1,229 real entities, 10/10 sensors deterministic, 825/1229 byte-exact round-trip, 2/2 tamper attempts detected, 0 false positives. Cross-domain Identity proof verified against ground truth. Results only — method protected by provisional patents filed with the USPTO.
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