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Rethinking inner speech through linguistic active inference.

Bo Yao1

  • 1Department of Psychology, Faculty of Science and Technology, Lancaster University.

Psychological Review
|December 4, 2025
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Summary
This summary is machine-generated.

Inner speech enhances brain prediction by transforming expectations and sensorimotor data, reducing errors and uncertainty. This linguistic active inference theory explains how language aids perception and action control.

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Area of Science:

  • Cognitive Neuroscience
  • Linguistics
  • Computational Psychiatry

Background:

  • Inner speech is crucial for cognitive functions, but its precise role in predictive brain processes remains debated.
  • Existing theories often address specific functions of inner speech without a unifying framework.

Purpose of the Study:

  • Introduce and elaborate on the linguistic active inference theory.
  • Provide a unifying framework for understanding inner speech's diverse functions and mechanisms.
  • Propose how inner speech augments predictive processing for perception and action.

Main Methods:

  • Theoretical synthesis integrating principles of active inference and linguistic theory.
  • Conceptual analysis of language's properties (efficiency, extensibility, generativity) in relation to predictive coding.
  • Framework development to explain inner speech's role in reducing prediction error and uncertainty.

Main Results:

  • Inner speech transforms prior expectations and sensorimotor predictions to minimize prediction error.
  • Language enables predictive processes to encode sensory experiences and decode goals for action.
  • Inner speech dynamically adapts form and function based on computational demands and prediction errors.

Conclusions:

  • Linguistic active inference theory offers a unifying explanation for inner speech's functions, phenomenology, and development.
  • The theory advances foundational cognitive science by integrating perception, action, and language.
  • It provides a roadmap for future research, generating testable hypotheses and new perspectives on symbolic cognition.