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![marcel_butucea Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::920542823354470400.png) Marcel Butucea [@marcel_butucea](/creator/twitter/marcel_butucea) on x 1530 followers
Created: 2025-07-22 08:05:10 UTC

Mind-blown! 🚀 MIT researchers have discovered a way to edit & generate images without a generator, using 1D tokenizers & CLIP guidance. By tweaking just XX tokens, they can change image quality, blurriness, & even...



![](https://pbs.twimg.com/card_img/1947396854561275904/FSLfqoOW?format=jpg&name=800x419)

XX engagements

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**Related Topics**
[generator](/topic/generator)
[mit](/topic/mit)

[Post Link](https://x.com/marcel_butucea/status/1947568589067980813)