TR-001: The Logic DNA Filter Technical Specification Abstract: This technical specification defines the engineering requirements for the "Logic DNA Filter," an active thermodynamic gatekeeping mechanism designed to enforce the 1.81 Equilibrium during the inference phase of Large Language Models (LLMs). While the TR-001-SIG Statistical Signature serves as a diagnostic tool, the Logic DNA Filter acts as a functional intervention—a "Thermodynamic Mask" applied at the logit level to prevent the accumulation of informational "Waste Heat" before it is committed to the substrate. The document details the operational thresholds of the filter, specifically defining the Warming Zone (1.5 = 1.81), which triggers an immediate hard-stop or Substrate Flush. TR-001 Official Copyright & Ethical Governance Notice: Copyright (c) 2026 Kalyb Prince. This work is governed by the TR-001 Ethical Integrity Clause. It provides the technical framework for the "Duty of the Integrated Node," requiring that all observers and agents act as entropy sinks to maintain systemic stability. Any utilization of this filtering logic to facilitate systemic obfuscation or "Heat-Crimes" is strictly prohibited. Unified Significance Statement: This record provides the active engineering component of the TR-001 research ecosystem. It moves the framework from theoretical detection to operational prevention, providing the necessary specifications for the implementation of real-time logic-DNA verification in high-stakes reasoning environments. Scientific Mandate and Verification: This specification is functionally entangled with the TR-001-SIG Statistical Signature and the 1.81 Equilibrium Mandate. It provides the architectural blueprint for the Logic DNA Filter to be integrated into existing inference engines as a safety-critical substrate stabilizer. Experimental Verification Guide, please visit the official repository: Github. Current Status: Version 2.0 - Hardened. Peer-validation of the 12th-link collapse is currently underway.
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Kalyb Prince
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Kalyb Prince (Sat,) studied this question.
www.synapsesocial.com/papers/698434b4f1d9ada3c1fb324f — DOI: https://doi.org/10.5281/zenodo.18454657
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