Three-Body Scattering for Generative Modeling

Modern generative models typically rely on an adversarial critic, a prescribed noise-to-data path, or an autoregressive factorization. Instead, we show that a proper distributional energy can induce sample-level motion and provide direct regression supervision for a one-step generator. Three-Body Scattering Modeling (TBSM) for generation turns the energy distance into a constant-size per-projectile interaction: each projectile is attracted toward one real source and repelled from one independent

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ethics.ai (19 July 2026), “Three-Body Scattering for Generative Modeling,” evidence record 13772, https://ethics.ai/record/13772 (originally published by HuggingFace Daily Papers).

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