Radar / AI robotics / Bear Robotics KINO-2

Bear Robotics KINO-2: demonstration-to-skill robot-learning platform

Bear Robotics launched KINO-2 on Oct 21 at GTC Berlin: a robot-learning platform that turns human task demonstrations into deployable manipulation skills on KR1, Bear's humanoid (acquired via Kinisi Robotics in 2026), moving the company from moving goods to handling them. NVIDIA Isaac OS sits at the core of KINO-2's perception runtime on Jetson AGX Thor, cutting Isaac GR00T inference from ~500ms to ~60ms (8x) and Bear's in-house model 4.2x (72.3 to 17.2ms). Active pilots: supermarket returns and warehouse crate handling; at GTC, KR1 worked from a warehouse-management order to pick, crate and deliver bottles. Bear has 16,000+ robots at 5,000+ customer locations.

new launchrobotics · rosJEV traction 0.59added 2026-10-21

Open Bear Robotics KINO-2 →View on the radar

Why it matters

Demonstrations replace custom engineering per task: staff who already know the job teach the robot by showing it, and the platform trains, refines and evaluates the skill before customer-pilot deployment. Built with early access to NVIDIA Physical AI tech and direct NVIDIA engineering engagement, with shared training/eval/deployment tools spanning in-house models and open foundation models like Isaac GR00T.

What you could build with it

A warehouse robotics team could evaluate KINO-2's demonstration-to-skill pipeline on its own crate-handling stations, measuring how many human demonstrations it takes to reach a deployable skill versus hand-programming.

Does it hold up?

Too early to judge — launch-day announcement with company-measured speedups (GR00T 500ms to 60ms, in-house model 72.3 to 17.2ms); no independent evaluation of the demonstration-to-skill pipeline yet.

Built with Bear Robotics KINO-2

NVIDIA GTC Berlin 2026: robotics and infrastructure updates (The Circuitry)thecircuitry · GTC Berlin roundup: KINO-2 listed among the robotics announcements with the Isaac platform expansion.
Bear Robotics KINO-2 launch details (Business Wire)businesswire · Full release: Isaac OS + Holoscan 5.0 runtime, GR00T 8x inference speedup, Kinisi acquisition, supermarket-returns and warehouse pilots, GTC demo of KR1 crating bottles from a WMS order.

Learn more

launch announcement (Business Wire) →

First spotted on article: source.

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