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Mirror, Mirror on the Latent: How Reflective Flow Sampling Sharpens Text‑to‑Image Models

Image generation teams have a familiar problem: the model is good enough to impress people in a demo, then slightly disobedient enough to annoy them in production. The prompt asks for a red ceramic teapot on a wooden table. The output gives a beautiful teapot, possibly red, possibly ceramic, possibly levitating in a tasteful manner. Add text, spatial relations, or editing instructions, and the gap between “pretty” and “correct” becomes a recurring invoice. ...

March 10, 2026 · 17 min · Zelina