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How does sentience and/or self awareness relate to creating prediction models?

Anything that is able to respond to new information with information-appropriate predictions is for that very reason sapient and self-aware, either functionally or actually. Updating predictions on the basis of new information involves comparing that information with existing belief-sets and therefore involves both self-awareness and a fortiori awareness simpliciter.

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