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Hemlock

Force-sensing wristband for training robotic AI

Hakkında

İngilizce şirket açıklaması

Every serious robotics lab is bottlenecked on the same thing: demonstration data. The field has converged on egocentric video and hand pose as the substrate, and both are now cheap to collect at scale. What neither of them contains is force. A video of someone picking up an egg and a video of someone picking up a rock are nearly identical in pixel space and nearly identical in joint angles. They differ almost entirely in a quantity nobody is recording. Policies trained without it learn geometry and inherit no sense of touch.

Hemlock closes that gap at the source. Our device, the Bracelet, is a wrist-worn surface EMG band that reads the electrical activity of the forearm muscles that actually drive the hand, which means it recovers contraction force directly rather than inferring it from motion. This distinction is the whole thesis: force cannot be reconstructed downstream of kinematics, because a hand squeezing hard isometrically and a hand resting can occupy the identical pose. Muscle signal is the only non-invasive channel that separates them.

Konular

Konum
San Francisco, CA, ABD
Ekip büyüklüğü
1 çalışan
YC dönemi
Fall 2026
Durum
Aktif
Aşama
Erken aşama

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Hemlock şirketinin merkezi nerede?

San Francisco, CA, ABD

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Benzer girişimler: Volta Labs, Inc., Yummy Future ve Lightberry.