It would be the same math/algorithms. The paper I shared uses a diffusion policy. Images are actions. Eg if you generate a spectrogram image, you can decode it immediately to speech. Speech acts can do a lot! We tend to imagine 1D embeddings for all modalities, but 2D
GENERATIVE AI
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Glitch Art Image Generation Prompt
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12. Glitch Effect Remix “Turn this into glitch art RGB channel split, digital distortion, pixel drag, VHS noise, and futuristic UI elements.”
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Prompt for Golden Hour Image Generation
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11. Golden Hour Filter “Apply golden hour tones to this image warm sunlight, soft highlights, long shadows, and dreamy golden hues.”
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High-Fashion Editorial Image Generation Prompt
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10. High-Fashion Editorial “Elevate this image to a high-fashion editorial spread glossy texture, cinematic color grading, luxury setting, and softbox-style lighting.”
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Prompt for 3D Marble Sculpture Image Generation
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9. 3D Sculpted Look “Make this image look like a marble sculpture grayscale tone, chiseled features, and museum-style spotlighting. Optional: pedestal base.”
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Prompt for Noir-style AI Image Generation
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8. Noir Lighting Treatment “Transform this into a classic noir scene high-contrast black and white, sharp shadows, foggy ambiance, and vintage film grain.”
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Anime Style Prompt for Generative AI Image Creation
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7. Anime Scene Overlay “Stylize this image like an anime still bold linework, cel shading, speed lines in the background, and optional Japanese text or subtitle at the bottom.”
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Example Prompt for Surreal Dreamscape Generative AI Art
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6. Surreal Dream Filter “Remix this into a surreal dreamscape soft haze, levitating objects, bending background, and unnatural light sources. Keep a pastel-toned atmosphere.”
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Prompt for AI-Generated Luxury Magazine Cover Design
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5. Magazine Cover Edit “Design a luxury magazine cover using this image of [your subject here]. Include elegant typography, barcode, cover lines, and white space margin layout inspired by Vogue or Forbes.”
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Prompt for AI-Generated Oil Painting Effect
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4. Oil Painting Filter “Apply an oil painting effect to this image visible brush strokes, textured canvas feel, rich color layers, and Rembrandt-inspired lighting.”