The Verge AIJun 4, 2026, 9:31 AMRobert Hart

Amazon develops a warehouse robot workers can speak to

Amazon upgraded Proteus so warehouse employees can assign robot tasks using natural-language prompts.

Amazon announced a next-generation Proteus warehouse robot with AI-powered language interaction. Workers can use plain text prompts instead of code or technical commands, while the robot determines priorities, routing, and timing. The update fits Amazon’s broader push into warehouse automation, raising questions about how robotics will reshape fulfillment jobs and human-robot collaboration.

Amazon has announced Proteus, its next-generation fully autonomous warehouse robot. The biggest change is that the mode of operation has shifted from a fairly technical command or programming interface toward natural-language interaction. According to Amazon, employees will in the future be able to tell Proteus what task to complete using ordinary text prompts, and the robot will then determine the task priority, movement route, and execution timing on its own. This means the threshold for human-machine collaboration on the warehouse floor may be lowered, allowing employees without an engineering background to hand off part of the material-handling work to the robot without needing to understand the underlying control logic.

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