Abstract
This manuscript formalizes the terminal architectural specification for Technical Paper 293. This continuous, logic-bound predictive framework translates complex operational environments into a closed-loop hydraulic and thermodynamic reactor under the strict posture of Material Volumetric Monism. Capital and material resource runways are tracked as liquid volume (\(V\)), fixed operational debts act as continuous thermal entropy (\(\Psi \)), supply chains act as the Inter-Structural Vortex Funnel (IVF), and competitive compression behaves as Emergent Interfacial Boundary Resistance (EIBR).
To eliminate linguistic confirmation bias inherent in user-defined Priority Intelligence Requirements (PIRs), this revision introduces an automated Recursive Multi-Run Control Loop backed by a Structural Deviation Counter (\(\Delta _{\text{dev}}\)). By running consecutive computational sweeps and cross-referencing field velocities against unyielding physical data invariants, the engine acts as a self-correcting predictive instrument optimized for automated AGI decision processing.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Eckes, Christopher L., "TECHNICAL PAPER 293: UNIVERSAL AGI PREDICTION SYSTEM ARCHITECTURE A Recursive Multi-Run Compiler Specification for Continuous-Variable Boundary Stress-Testing and Semantic Bias Attenuation", Technical Disclosure Commons, (October 28, 2026)
https://www.tdcommons.org/dpubs_series/12512
Obsolete at this point historical trace now
293 - France SIM.pdf (110 kB)
Eckes Compiler 4-6.pdf (82 kB)
315 - Compiler v1 vs 4.2.pdf (70 kB)
Current compiler v4.2 copy/paste prompt
4-6 compiler manual.pdf (147 kB)