Abstract
This manuscript formalizes the architectural specification for Technical Paper 292 (Game of Nodes), an executable compiler framework that strips away technology market narratives and models the frontier artificial intelligence landscape through a logic-bound, continuous-variable physical framework. By treating available capital runway as fluidic volume (V), structural cash burn as thermal entropy (Ψ), and hardware infrastructure as localized pressure valves, this engine provides objective, multi-discipline predictive estimates. We integrate 96B Strategic Military Intelligence All-Source Intelligence Preparation of the Battlefield (IPB) methodologies with the deterministic continuum metrics of the USUE-M2M-REV3 framework (SPEC-249 through SPEC-261) to construct an actionable, high-probability simulation tool optimized for adversary Course of Action (COA) exploitation.
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Eckes, Christopher L., "SPEC-292 A Calculus-Based Fluidic and Thermodynamic Compiler Architecture for All-Source Intelligence Preparation of the Frontier AI Environment", Technical Disclosure Commons, (October 28, 2026)
https://www.tdcommons.org/dpubs_series/12511
292 - Legal part 2.pdf (70 kB)
292 - Audit.pdf (105 kB)
292 - Why Prior Art.pdf (106 kB)
292 - Simulation Limits and Use Expectations.pdf (100 kB)
292 - 30 Vectors.pdf (136 kB)
292 - SIM COA 1.pdf (118 kB)
292 - SIM COA 2.pdf (112 kB)
292 - Taxonomy.pdf (88 kB)