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rusparrish / Visual-Thinking-Lens

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Recursive Critique for AI-Generated Imagery - A framework for applying structural pressure, interpretability reasoning, and constraint-based analysis to expose image collapse and machine vision failure modes - and rebuilding images outside of engine defaults – No AI training, dataset scraping, or derivative generation permitted.

machine-vision visual-reasoning artificial-vision generative-ai visual-intelligence ai-interpretability recursive-systems prompt-architecture ai-image-analysis ai-critique-framework image-recursion structural-critique ai-art-research image-collapse-detection
  • Updated Sep 10, 2025
  • Python

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