Prompt Scripting & Script Fading - How to ABA
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Sora on Instagram: "☝️ prompt tip: how to get cinematic control instead of visual noise structure the prompt in layers: define one dominant visual priority (silhouette, texture, or material — not all three) explicitly restrict everything else minimal camera motion limited environment detail no competing actions this gives the model a clear hierarchy, letting form and lighting carry the scene. use this for fashion films, hero shots, and power-driven visuals that need restraint. #MadeWithSora 🎨 d
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The paper “Prompt Repetition Improves Non-Reasoning LLMs” shows that simply repeating the input prompt (e.g., turning “QUERY” into “QUERY QUERY”) consistently boosts accuracy on tasks that don’t require explicit reasoning across many popular models like Gemini, GPT, Claude, and Deepseek, without increasing the number of output tokens or slowing generation. This works because the repetition lets each token attend to every other prompt token, mitigating positional biases in causal models, and in e
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