Biomedical Metadata & Crosswalk Studio
Dataset registration, normalization, provenance, quality, and human-reviewed crosswalks among biomedical schemas and terminologies.
Open prototype ↗Research pathway · selected writing
Agentic AI & Research Data
Selected writing and research concerned with agentic architectures, scientific discovery, model evaluation, and the infrastructures through which research data becomes interpretable and reusable.
New / working biomedical extension · 2026
Biomedical Research Data Director
A domain-specific extension of the persona-based architecture for imaging, clinical, genomic, sensor, and laboratory data.
Research Data Director — Biomedical Variant
Six persona-based agents, bounded roles, metadata generation, crosswalk construction, FAIR assessment, de-identification, governance, and governed publication.
Read blueprint ↗Diagnostic Synthesis
Imaging, genomics, sensors, metadata, and AI considered as an epistemic problem of valid cross-modal synthesis.
Read paper ↗Working vita Archive
The complete working vita provides the extended chronological record of papers, applications, presentations, and coding work.
Open working vita ↗Scientific Research & Discovery
6 selected- 01AI and Scientific Discovery: TTT DiscoverRemember your first truly difficult programming assignment? You read the textbook, did the exercises, but the problem in front of you required somethi…
- 02Paradigms Shifts, AI Progress, and the Character of Scientific RevolutionsThe winter air of February 2026 hangs heavy with a particular kind of silence—a hush not of absence, but of immense, invisible activity. Across the fr…
- 03AI and the Semiotic Languages of The SciencesRay Uzwyshyn, Ph.D. MBA MLIS Jensen Huang (Nvidia): 2025 Cambridge UK Stephen Hawking Prize Talk: https://www.youtube.com/watch?v=YNshj2oOr3E (Novembe…
- 04The Ghost in the AI Machine: How AI Learned to See What We CannotOn Attention, Intelligence Density, and the discovery of reality's latent Coordinates and Ghost Variables I. The Move That Changed Everything On a Mar…
- 05Deciphering Dolphin Communication: Deep Learning, AI and Non-Human Animal CommunicationThis article synthesizes cutting-edge research at the convergence of deep learning, semiotics, and cetacean communication, focusing on the bottlenose This article synthesizes cutting-edge re
- 06Einstein's Notebooks, Zurich, 1912Historical Context & Wider Significance This notebook page represents a pivotal moment in human intellectual history - the mathematical working-throug…
Technical Analysis & Model Evaluation
3 selected- 07Beyond the Valley of Science AI Benchmarks: A New Framework for Evaluating Large Language Models in Scientific DiscoveryOriginal Technical Article and Study: https://arxiv.org/abs/2512.15567 1.0 The State of Play: The Promise and Peril of LLMs in Science Large Language Original Technical Article and Study: ht
- 08Evaluating Large Language Models in Scientific DiscoveryOriginal Arxiv Paper: https://arxiv.org/abs/2512.15567 Executive Summary This document synthesizes findings from a comprehensive evaluation of Large L…
- 09The 2025 AI LLM Hegelian Reasoning Synthesis and Model Possibilities for 2026Based on the comprehensive review of AI 2025 tech reports and model releases, here is a synthesis of the disparate innovations, followed by a recommen…
Advanced Applications & Case Studies
3 selected- 10Staying With the Trouble: Programming's Symbiotic AI Vibe TurnThe notification appears at 3:47 AM: "Cursor Composer has generated a functional React application for your note-taking platform." Maya Chen-Wollencot…
- 11Upgrade Your Life for 2026: 20 Apps to Navigate our AI Paradigm ShiftThe technological singularity isn't coming—it's here. As AI capabilities compound exponentially, your competitive advantage lies not in competing with…
- 12Humanoid Robots and Multimodality: The Path Towards SuperIntelligenceIn a nondescript warehouse in Austin, Texas, a metallic figure moves with an almost balletic grace, its articulated fingers closing around a battery c…