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Belief Injection for Epistemic Control in Linguistic State Space

arXiv 2505.07693 ↗First posted 12 May 2025cs.AIcited by 0

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Abstract (arXiv)

This work introduces belief injection, a proactive epistemic control mechanism for artificial agents whose cognitive states are structured as dynamic ensembles of linguistic belief fragments. Grounded in the Semantic Manifold framework, belief injection directly incorporates targeted linguistic beliefs into an agent's internal cognitive state, influencing reasoning and alignment proactively rather than reactively. We delineate various injection strategies, such as direct, context-aware, goal-oriented, and reflective approaches, and contrast belief injection with related epistemic control mechanisms, notably belief filtering. Additionally, this work discusses practical applications, implementation considerations, ethical implications, and outlines promising directions for future research into cognitive governance using architecturally embedded belief injection.

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References · 3

  1. 2016Concrete Problems in AI Safetycited by 1,642
  2. 2025Theoretical Foundations for Semantic Cognition in Artificial Intelligencecited by 3
  3. 2025Belief Filtering for Epistemic Control in Linguistic State Spacecited by 2

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