Stable Diffusion 3: how an AI builds an image

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Издатель Sep 24, 2026

Stability AI released Stable Diffusion 3 in March 2025, built on an architecture called rectified flow transformers. This film explains how diffusion actually works: starting from an image of pure noise, then removing that noise step by step under the guidance of text. It covers what's new in version 3.0 — generating 3D models from flat images, presented at the ICML conference in July 2025 — along with the key players in the field: OpenAI's DALL·E, Midjourney, and Adobe's Firefly. Two challenges remain unresolved: the copyright status of generated images, and quality that is still imperfect. The full article is in the comments.

Chapters
0:00 In March 2025, Stability AI released Stable Diffusion three, an image generator
0:28 OpenAI offers DALL·E, Midjourney offers its model, Adobe offers Firefly
0:56 No shape is visible yet, just grain
1:26 It fades in the direction of the requested text
1:54 Rectified flow transformers shorten the path between noise and image
2:22 It extrapolates dimensions absent from the source image
2:51 The recent integration reaches virtual reality
3:19 Technical flaws remain, despite the progress
3:50 Yet we follow these generative architectures very closely
4:21 See you soon on koaee.ai

The film, its chapters and its transcript: https://insights.koaee.ai/film/stable-diffusion?lang=en
Full article: https://insights.koaee.ai/article/stable-diffusion-generation-images-guide-pratique-creation-artistique-ia?lang=en
Conversational assistants for business: https://koaee.ai/
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