patrick (@patrickamadeus_)

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🤖🤚 Give a video generation model a scene and a goal. Can it generate egocentric execution to get the job done?

We tested 110 real-world scenarios on 6 SoTA models to see how they perform.

Introducing Ego2Act, a goal-directed video generation benchmark 👇
🌐 ego2act.github.io
🧪 alphaxiv.org/abs/2610.01092
🤗 huggingface.co/datasets/ego2a…

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patrick @patrickamadeus_ 12h

Bangers as usual

Excited to try this on ego2act.github.io !

ego2act.github.io Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation Ego2Act is a benchmark of 110 real-world egocentric manipulation tasks and 2,640 videos testing whether video generators can carry out a goal, scored by the reference-free Ego2ActJudge.

Institute of Foundation Models Verified account @IFM_AI 13h

Introducing PAN 2: an open foundation world model for physical intelligence.

A language model predicts the next word. PAN 2 predicts the next world: what happens after each action, grounded in time, physics and space.

Towards AI that simulates “what if?” before it acts.

More details: ifm.ai/pan/

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patrick @patrickamadeus_ 2d

😂😂😂😂😂😂

timo Verified account @timo_rf 2d

JENSEN! THATS NOT WHAT WE MEANT BY CHINESE MODELS!!!!!!!
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patrick @patrickamadeus_ 3d

Day 6

Its been a busy couple of days, but we back

patrick Verified account @patrickamadeus_ Oct 25

I really wanna be an ambidextrous writer so im doing a 30d challenge (gonna post daily)

super chopped but lets see how it goes😭🙏

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patrick @patrickamadeus_ Nov 3

We worked together on ego2act.github.io collab between @mbzuai and @unc_ai_group.

Even though it was remote, the project carried through smoothly thanks to her thorough yet on-point mentorship!

Any institution would be lucky to onboard Dr. Yue 😁

ego2act.github.io Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation Ego2Act is a benchmark of 110 real-world egocentric manipulation tasks and 2,640 videos testing whether video generators can carry out a goal, scored by the reference-free Ego2ActJudge.

Yue Zhang Verified account @zhan1624 Nov 3

🚀 I'm on the 2026–27 faculty job market and would love to connect!

🌟 I recently had the pleasure of speaking as a Rising Star at the 2026 Michigan AI Symposium, sharing my research on spatial intelligence: how embodied agents understand their surroundings, imagine beyond observations with world models, and learn from failures to improve.

It was wonderful to meet and exchange ideas with so many inspiring researchers!

Huge thanks to @mohitban47 for his continuous support, to my amazing collaborators and labmates @unc_ai_group, and to the organizers @michigan_AI for this wonderful opportunity!

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patrick

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