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![HuggingPapers Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1906617820122595328.png) DailyPapers [@HuggingPapers](/creator/twitter/HuggingPapers) on x 3667 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

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**Related Topics**
[$9988hk](/topic/$9988hk)
[alibaba](/topic/alibaba)
[alibaba group](/topic/alibaba-group)
[stocks consumer cyclical](/topic/stocks-consumer-cyclical)

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

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

HuggingPapers Avatar DailyPapers @HuggingPapers on x 3667 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.

XXXXX engagements

Engagements Line Chart

Related Topics $9988hk alibaba alibaba group stocks consumer cyclical

Post Link

post/tweet::1943161739253551510
/post/tweet::1943161739253551510