"To move beyond basic generation, I'd suggest adding granular layer-based editing and consistent character/style referencing. Many platforms struggle with keeping elements consistent across multiple generations; a 'Style Lock' or 'Reference Asset' library would allow creators to maintain brand identity without having to re-prompt from scratch for every new asset."

"I evaluate AI content based on three pillars: Technical Accuracy, Human Resonance, and Originality. Quality is defined by how much 'hallucination' is present (or absent), while creativity is measured by the AI’s ability to connect disparate ideas in a way that feels fresh, rather than just a rehash of its training data. Ultimately, the best AI content is a starting point that requires a human touch to add soul and brand voice."

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