Conscious attention functions as a conductor of the mental orchestra: drawn to disharmonies, allocating focus, synchronizing disagreements, and transforming cacophony into harmonic coherent reality models.

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• Consciousness functions as a coherence-maximizing pattern, minimizing constraint violations between simultaneously active partial models of reality in working memory and perceptual space.claim0.807
  Paper's functional definition of consciousness, based on von der Malsburg's coherence definition
• But if the conductor is watching the orchestra, what is watching the conductor? Is this, the need to stabilize itself by observation, the reason for consciousness' reflexive nature?question0.803
  Paper's open question about the self-referential structure of conscious attention
• Attention is a generalization of convolution; all convolutions can be expressed as tensor products of fixed relative position attention patterns and weight matricesclaim0.799
  Mathematical equivalence showing the relationship between attention mechanisms and convolutional operations
• Consciousness is dynamic and creative, not passive awareness—mapping well to active AI system behavior.claim0.772
• Consciousness features occur substrate-neutrally across brains, unconventional embodiments, and information-processing systems.claim0.768
• Cognitive functions, including sentience, can potentially be achieved by very different systems and their disparate substrates.claim0.767
  Central multiple-realizability claim of the paper, from abstract and §2.
• A system is conscious if it implements self-organized second-order perception that increases global coherenceclaim0.764
  CIMC's current operational definition, precise enough to generate predictions while subject to revision
• What computational function does consciousness serve, and what functional organization is sufficient for its presence?question0.760
  Opening motivating question addressed by the paper's thesis