Manufacturing Substrate Regime Model (MSRM)#
msrm_module.json— Agentic module schema role assignments
The Manufacturing Substrate Regime Model (MSRM) is a structural framework for describing, calibrating, and managing extreme manufacturing systems through explicitly declared operating regimes, boundary semantics, and operator‑mediated interactions.
MSRM does not propose new fabrication techniques, physical models, or process optimizations. Instead, it provides a substrate‑level organizational layer that formalizes how manufacturing systems operate across multiple regimes, how calibration is treated as a structural concern, and how regime transitions may occur without catastrophic failure.
The model is motivated by modern high‑precision manufacturing environments—such as advanced lithography—where increasing system complexity, shrinking process windows, and long‑term drift challenge traditional calibration and control assumptions.
MSRM is architecture‑agnostic and domain‑neutral. It is intended to support clarity, interpretability, and reproducibility in manufacturing systems operating near physical, thermal, temporal, or material limits.
Key Concepts#
- Explicit regime declaration
- Structural calibration layers
- Boundary semantics and operating envelopes
- Operator‑mediated interactions
- Non‑catastrophic regime exit
Intended Audience#
This work is intended for:
- Manufacturing systems engineers
- Process integration and calibration teams
- Researchers studying system stability and drift
- Architects of complex, long‑lived industrial systems
Relationship to Other Models#
MSRM extends substrate‑based modeling principles developed in related works, including the Boson Substrate Model (BSM), Quantum Substrate Model (QSM), and Resonance Substrate Model (RSM), adapting them to the context of extreme manufacturing environments.
MSRM is descriptive and structural in nature. It makes no empirical claims and does not prescribe implementation details.