Rigorous Theory, Real-World Impact
Research consulting and advanced analytical tools — bridging 17 years of quantitative finance expertise with actionable insights for the modern enterprise.
Shaping the Future of Economic Thought
Original research at the intersection of quantum gravity, economics, and formal verification.
Dark GDP: The Economics of Entangled Time
This paper introduces a novel economic framework — the Entangled Time model — which demonstrates that digital screen time constitutes simultaneous production-consumption: users generate behavioral data (a critical input to AI training, targeted advertising, and algorithmic product development) while consuming digital content. This labor is uncompensated and invisible to GDP. Calibration using publicly available data (2024–2025) yields a conservative Dark GDP estimate of approximately $1.3 trillion per year, with adjusted estimates of $10–15 trillion when unmeasured channels are included.
Tensor-Driven Inertia: A Unified Framework for Quantum Gravity
We propose the Tensor-Driven Inertia (TDI) framework, a novel approach to unifying general relativity with quantum mechanics through tensor field interactions in curved spacetime. The framework introduces emergent inertia as a consequence of quantum-geometric coupling, deriving gravitational phenomena from first principles without requiring separate classical and quantum regimes.
Dark GDP: The Hidden Economy of Unpaid Digital Labor
When you scroll a social media feed, you are simultaneously producing economic output — behavioral data that trains AI systems and generates hundreds of billions in revenue. This labor is uncompensated and invisible to GDP. Our latest research formalizes the missing category.
Where Academic Rigor Meets Industry Expertise
With 17 years in quantitative finance and a deep commitment to mathematical precision, Vysdom AI delivers research consulting that doesn’t cut corners. Every analysis is backed by formal verification and reproducible methodology.
Formally verified mathematics — every equation independently verified for mathematical consistency
Cross-domain synthesis — connecting insights from physics, economics, and engineering
Reproducible methodology — open research workflows and transparent analytical pipelines
Vysdom AI
Research & Consulting
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