Perceptual Ambiguity and Visual-Verbal Coherence in Multimodal Models

#19
by elly99 - opened

Moondream3 perceives the visual world.
But how does it distinguish what is seen from what is interpreted?

A reflective framework might:
– Journal transitions from pixels to concepts
– Score visual-verbal coherence
– Reflect on perceptual ambiguity across modalities

This shifts the focus from recognition to interpretation β€” where vision becomes a site of semantic negotiation.

elly99 changed discussion title from MarCognity-AI for moondream/moondream3-preview to Perceptual Ambiguity and Visual-Verbal Coherence in Multimodal Models

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