System for real-time stability analysis of textual outputs of generative language models

Abstract

A system for real-time stability analysis of textual outputs of generative language models, characterized in that the system comprises: - (a) an input module for receiving a textual input prompt and an associated textual output of a generative language model, - (b) an analysis module for detecting at least two independent drift components in the textual output, - (c) an aggregation module for weighted combination of the detected drift components to form an aggregated drift value, - (d) a self-control module for detecting epistemic self-control indicators in the textual output and for determining a self-control value, - (e) a computation module for combining the aggregated drift value with the self-control value to form a stability coefficient, - (f) an output module for providing the stability coefficient, wherein the output module comprises a limiting unit.which limits the output value to a fixed, programmed maximum value below the theoretical maximum value.