
Arhan
18 posts

Arhan
@__arh4n__
engineer by profession, musician by hobby | research intern @iiit_hyderabad
Mumbai Katılım Ekim 2025
92 Takip Edilen38 Takipçiler
Arhan retweetledi

DexJoCo is a strong step forward for dexterous manipulation benchmarks.
Instead of simple pick-and-place tasks, it focuses on functional interaction: using tools, pressing buttons, operating articulated objects, and bimanual coordination.
The most interesting part is how clearly it exposes current VLA weaknesses in precision, contact handling, and long-horizon manipulation.
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DexJoCo also exposes the embodiment gap in robotics foundation models.
Most VLAs were pretrained on gripper-based data. Dexterous hands introduce high-DOF control, coupled finger motion, and precise contact dynamics that current action heads struggle to model.
Scaling alone will not solve dexterity.
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I don’t think people are realising how differentiated our recent release is for physical ai -
1. Collected on commodity hardware
2 High fidelity multimodal data with rgb, dense depth maps, imu, room mesh, hand tracking, 6dof poses and dense action labels
3. Fully reproducible by anyone through Stera SDK.
The data engine for egocentric data is now open source.
huggingface.co/datasets/fpvla…
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Arhan retweetledi

i have been working on a 3d printed bionic hand from @huggingface for the past few weeks, and it just feels so good when the output seems getting closer to the vision you had at the beginning of the project

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Currently working on dextrous manipulation
Combined 2 wonderful open source projects So100 arm and amazing hand !!
Both great robots @huggingface @pollenrobotics 🔥🔥
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This is soo nice
vrushtee@vruga_
so 100 + amazing hands it is giving in to dexterous manipulation
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SharpaWave -> life-size, 22 DOF, 1,000+ tactile sensors per fingertip, dexterous hand @SharpaRobotics. Human-level touch, sensing down to 0.005 N, sub-mm resolution at 180 Hz.
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Paper- arxiv.org/abs/2506.05168
Authors- @YunshengTian, @pika7ma, @SachinChitta, Joshua Jacob, Yijiang Huang, Jialiang Zhao, Edward Gu, Annan Zhang, Farhad Javid, Branden Romero, Shinjiro Sueda, Hui Li, Wojciech Matusik
Indonesia
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