Pulse-Regulated Temporal Architecture for Persistent Cognitive Machines with Curvature-Based Synchronization

A computer system comprising:

• a hardware memory, wherein the computer system is configured to execute software instructions stored on nontransitory machine-readable storage media that:
• initialize a persistent cognitive state with language and reasoning capabilities;
• monitor for external stimuli or internal thought triggers;
• analyze incoming stimuli by comparing with existing thought patterns in memory;
• retrieve relevant thoughts from a thought cache based on conceptual similarity to current context;
• generate responses using integrated language and reasoning models informed by retrieved thoughts;
• store new thoughts created during processing as vector representations in the thought cache;
• organize stored thoughts based on semantic relationships and temporal context;
• maintain a hierarchical pulse structure including fast, medium, and slow pulse layers that operate at distinct characteristic frequencies and are coupled through adjustable coupling coefficients to sustain coherent temporal rhythm;
• regulate an elastic temporal manifold whose curvature varies in response to cognitive load;
• determine a global order parameter representing phase alignment among the pulse layers and adjust coupling strengths to maintain spectral coherence based on curvature feedback;
• monitor spectral entropy to classify operating states of coherence, adaptation, or desynchronization and automatically adjust pulse parameters to remain within a stability corridor;
• detect temporal pathologies comprising starvation, storm, and desynchronization and initiate corrective control actions that restore equilibrium of the temporal manifold;
• control temporal curvature through a feedback loop including a curvature sensor, comparator, controller, and actuator that maintain the curvature within a reference profile for stable operation;
• in distributed configurations, align temporal curvature among multiple persistent cognitive machine instances by diffusing curvature information across a communication manifold to achieve federated synchronization.