CLASSIFIED // POLYMATH · WAVEFUNCTION STEERING
Building the architectures of tomorrow — from intentional AI agents and informational curvature to modular robotics and the intelligent rebirth of nations.
Ernesto Eduardo Dobarganes is a self-taught polymath and systems architect working at the intersection of artificial intelligence, robotics, theoretical physics, and digital governance.
As Founder, CEO, CTO and principal researcher of Vortygon, he develops advanced research projects across science, technology, energy, complexity and institutional design. Parallel to this, he leads CUBA 2.0 — a comprehensive framework for the rule-of-law, technology-driven economic reconstruction of Cuba as a high-value, U.S.-aligned hub.
His published work spans intentional reinforcement learning agents (IRLA), the Informational Curvature Tensor (Ξμν), coherent resonant Alfvén condensates for fusion, quantum-compatible models of consciousness, ultra-fast neutron propulsion concepts, and strategic analyses of institutional transitions.
The through-line is intentionality: treating certainty, coherence and agency as first-class variables in both machine systems and civilizational design.
Living systems under active development — from modular robotics and AI control architectures to national-scale digital governance frameworks.
Advanced research organization developing modular actuators, robotics platforms, intentional AI agents, and systems for the advancement of humanity across energy, complexity and space domains.
Visit Vortygon.comA comprehensive, phased program for the intelligent rebirth of Cuba: rule of law first, technology as engine, and strategic U.S. alignment. AI datacenters, robotics manufacturing, modern aviation, energy, and institutional redesign.
Visit CUBA20.netConceptual fuel-less, no-moving-parts propulsion system based on directed emission of fast and ultra-fast neutrons, with asymptotic approach toward luminal velocities.
Read ConceptCoherent Resonant Alfvén Condensates — a proposed macroscopic, self-sustaining coherent state in plasma that could dramatically improve fusion confinement and performance.
Explore CRAC on MediumIntegrated Intentional Quantum Consciousness and related frameworks uniting informational structure, agency, and free-will-compatible quantum models of mind.
Read IIQC FrameworkIntentional Reinforcement Learning Agents with Lagrangian Allocation — treating policy certainty itself as a regulated, costly control signal.
Read PaperA selection of original research and strategic writing. Every link opens the full essay on Medium in a new tab. Full archive available at the author’s profile.
Why control systems must price certainty. A control-theoretic reframing of commitment under uncertainty.
Dec 2025Extending Einstein’s geometry by incorporating informational coherence as a source of curvature.
Dec 2025Informational coherence predictions for early galaxies, black holes, and dark-matter structure tested against JWST data.
Nov 2025Uniting Integrated Information Theory with the Quantum Consciousness Projection Framework into one intentional model of mind.
Oct 2025Reconciling free will and determinism through the Intentional Operator acting in Hilbert space.
2025Formalizing a quantum mathematical framework for the human mind and directed probability.
Jun 2025A living simulation of collective coherence driven by intentional pulses in a population of quantum agents.
Sep 2025Linking Quantized Inertia and Energy–Information Conservation Violations between Planck and Hubble scales.
Aug 2025Intelligence that transcends measurement — multidimensional, self-scaling, and action-oriented.
Oct 2025Computational irreducibility, intentional collapse, and possible motives behind simulated realities.
2024A directed-emission concept for long-duration, high-Δv space propulsion approaching luminal speeds.
2023High-entropy vs low-entropy pathways for post-regime institutional and economic reconstruction.
Oct 2025Analysis of regime strategies shaping Cuba’s transitional landscape and opposition dynamics.
2023Quantifying societal resistance to the optimal flow of human energy, intention and dignity.
2023A probe into the common core of human conflict and the first law of a dignified republic.
2024Merging Maslow’s hierarchy with Integral Theory’s Four Quadrants into a multidimensional framework.