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Beyond VLAs: How World Action Models Reshape Robot Manipulation

4 August 2026 at 16:00
A GIF of a robot following directions” with a description of the actual robot, task, objects, and motion shown.A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on. A policy that succeeds in a training scene...A GIF of a robot following directions” with a description of the actual robot, task, objects, and motion shown.

A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on. A policy that succeeds in a training scene often fails when object shapes, positions, or lighting change. Generalizing to these new conditions requires the policy to understand the tasks underlying physics, not just mimic the demonstrations. This ability comes from the backbone it’s…

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Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super

4 August 2026 at 15:00
A GIF showing autonomous driving.Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data...A GIF showing autonomous driving.

Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data labeling. This separation makes it hard to compare related outputs, investigate model behavior, and reuse the same representations across the development workflow. NVIDIA Alpamayo 2 Super is an open 34-billion-parameter reasoning vision…

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Former DeepMind team launches AI robotics startup with robots that learn from workers

4 August 2026 at 11:55
Reimagine Robotics, an AI robotics company founded by former leaders of Google DeepMind’s Applied Robotics team, has emerged from stealth with new technology that allows robots to learn on the job. The company is developing intelligent robots that anyone can train and use. Instead of requiring specialist programmers whenever a task or production process changes, […]

Researchers unveil open-source robotic guide dog designed to assist blind and visually impaired people

4 August 2026 at 11:48
Researchers have introduced what they describe as the world’s first fully autonomous robotic guide dog, an AI-powered mobile robot designed to help blind and visually impaired people navigate both indoor and outdoor environments. Named Milo, the robot has been developed as a lower-cost alternative to traditional guide dogs, which require extensive training and are often […]

Researchers develop control system that helps bird-inspired robots stay stable in windy conditions

4 August 2026 at 10:37
Newly developed control method overcomes unexpected movements, improving disturbance rejection and reducing X-axis position error by 53.1 percent Small flapping-wing (FW) robots could support applications such as inspection and search and rescue. However, they are highly susceptible to disturbances such as wind gusts, making stable flight challenging. Researchers from Japan’s Chiba University investigated the flight […]
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