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![HuggingPapers Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1906617820122595328.png) DailyPapers [@HuggingPapers](/creator/twitter/HuggingPapers) on x 3773 followers
Created: 2025-07-10 04:13:55 UTC

Alibaba Group and UIUC introduce PAPO, a new RL framework for multimodal reasoning.

It teaches models to perceive & reason by tackling the visual perception bottleneck.

XXXX% reduction in perception errors.
XXX% overall gain. No extra data needed.

![](https://pbs.twimg.com/media/Gvd_TT8W8AA-AUK.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1943161739253551510/c:line.svg)

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[Post Link](https://x.com/HuggingPapers/status/1943161739253551510)