Representation-Embedded Governance Sytems for Fidelity-Adaptive Regulation of Machine Intelligence Execution Without Explicit Control Variables

A system for regulating execution of a computational process, comprising:

• one or more processors configured to execute a computational model that generates internal representations during operation;
• wherein execution behavior of the computational process is modulated as a direct function of structural properties of the internal representations;
• wherein the internal representations constrain or modulate execution characteristics within execution-permissible representational states, including at least one of:
• (i) accessibility of computational operations, (ii) allocation of computational resources, (iii) execution fidelity, (iv) execution probability, or (v) activation of execution pathways;
• wherein a representational state space further comprises execution-restricted representational states corresponding to structural non-formability conditions in which no valid executable mapping exists to a valid output, executable operation, or executable system-level action, and wherein the modulation occurs within the execution-permissible representational states;
• wherein the computational operations remain formable and executable within execution-permissible regions of the representational state space, but vary as a function of the internal representations;
• wherein the modulation of execution behavior is performed without requiring explicit computation or evaluation of independently defined control variables governing execution;
• and wherein the modulation does not arise from selection among independently executable operations, but from structural variation in execution capability defined by the internal representations.

A method for regulating execution of a computational process, comprising:

• generating, by a computational model executed by one or more processors, internal representations during execution;
• evolving the internal representations within a representational state space having structural constraints defining execution-permissible and execution-restricted representational states;
• determining execution capability of one or more computational operations based on the internal representations occupying the representational state space;
• and
• structurally precluding formation, representation, or execution of at least a subset of computational operations when the internal representations correspond to execution-restricted representational states, including conditions in which no valid executable mapping exists to a valid output, executable operation, or executable system-level action;
• wherein the structural precluding is not merely selecting, routing, suppressing, masking, blocking, or filtering among independently formable operations, but comprises structural constraint of execution capability by representational admissibility within the representational state space:
• wherein execution regulation is performed without computing or evaluating independently defined control variables governing execution.