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Shiv Goswami

Systems Architect

Founder & CEO, Terraflock

Company

Terraflock

Deep-technology company.

terraflock.com

Entropis

Synthetic brain system.

Attribution: theoretical framework, hypotheses, architecture, implementation, and validation methodology, Shiv Goswami, Inventor.

Xentrop

Secure coordination infrastructure.

Research

Discrete stochastic cascade dynamics.

On finite graphs with irreversible energy depletion and emergent structural hierarchy. Two-part rigorous treatment. Sole author.

Part I

Construction, Guarantees, and Phase Structure

Proves energy monotonicity, finite activity bound, and almost-sure absorption. Three dynamical regimes.

Part II

Necessity of Species Asymmetry for Structural Hierarchy

Proves species asymmetry is necessary for structural hierarchy. Critical asymmetry threshold established.

Update

First Empirical Validation + DR3 Sealed Prediction

Blind retrodiction on DESI Year 1 BAO: cascade 4.44 vs CPL 22.81. Cross-release test vs DESI DR2. DR3 prediction sealed 21 June 2026. Submitted to Physical Review Research, 3 July 2026.

2026. Submitted to Physical Review Research. Preprint available.

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Visual Record

Visual Record

Oil portrait on easel
Drawing

Contact

Reach me.

For Terraflock, research collaboration, or serious correspondence. Institutional inquiries welcome.