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The aim is to explore how both biological and artificial intelligence utilize noise reduction to form coherent world-models.

July 30, 2026Open Access

The Denoising Mind

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The aim is to explore how both biological and artificial intelligence utilize noise reduction to form coherent world-models.
Explores the cycle of obscuring, recovering, and generating within diffusion models.
Discusses the integration of concepts from evolutionary biology, cognitive psychology, and artificial intelligence.
Analyzes the structural models of reality constructed through experiences and development stages.
Identified that signal noise plays a crucial role in learning across biological systems and AI.
Described how children's real-world experiences contribute to cognitive and psychosocial development.
Highlighted the risks of relying solely on AI systems for human deliberation and growth.

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Demonstrates the cycle of obscuring, recovering, and generating in building cognitive and psychological models, emphasizing human growth.

Bogdan Motoc (2026) studied this question.

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