Tensorless Exact-Ledger Sandbox: Deterministic Integer Policies and Their Boundary with Reference FPM

Tensorless provides a deterministic exact-ledger sandbox for FPM-inspired finite-resource dynamics. Its synchronous sandbox represents energy and action in exact one-third-micro-action subunits, route cost in an unsigned 3×3 integer ledger, and momentum in a separate signed 3×3 ledger. Each tick is a snapshot transaction: reserve action, form payload and momentum proposals, resolve competing capacity claims globally, commit accepted transfers simultaneously, record rejected transfers externally, and close the action-replenishment ledger. Exact ledger closure is not exact conformance to every transition in the Python reference. Tensorless realizes an exact equilibrium-style signed ledger under its declared contract; it is not yet an exact integer implementation of the complete local transport dynamics.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-18
DOI
https://doi.org/10.5281/zenodo.21420649
Primary Topic
Control and Stability of Dynamical Systems
Type
preprint
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preprint

Tensorless Exact-Ledger Sandbox: Deterministic Integer Policies and Their Boundary with Reference FPM

Alx Spiker
Zenodo (CERN European Organization for Nuclear Research)
Control and Stability of Dynamical Systems
preprint

Tensorless Exact-Ledger Sandbox: Deterministic Integer Policies and Their Boundary with Reference FPM

Alx Spiker
preprint en

Abstract

Tensorless provides a deterministic exact-ledger sandbox for FPM-inspired finite-resource dynamics. Its synchronous sandbox represents energy and action in exact one-third-micro-action subunits, route cost in an unsigned 3×3 integer ledger, and momentum in a separate signed 3×3 ledger. Each tick is a snapshot transaction: reserve action, form payload and momentum proposals, resolve competing capacity claims globally, commit accepted transfers simultaneously, record rejected transfers externally, and close the action-replenishment ledger. Exact ledger closure is not exact conformance to every transition in the Python reference. Tensorless realizes an exact equilibrium-style signed ledger under its declared contract; it is not yet an exact integer implementation of the complete local transport dynamics.

Zenodo (CERN European Organization for Nuclear Research)
Control and Stability of Dynamical Systems
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