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      "text": "Using VR teleoperation, Andy assumes control of the Jack and uses it to place various items on the shelves. He records the visual data, then uploads it to AllTrades' Jack simulator. Within minutes, the system has generated countless new variations of the data, and hundreds of virtual Jacks are practicing placing items on reflective shelves. After a few hours, a fine-tuned model is deployed and validated on the physical Jack. Success! Best of all, this new model will be pushed out to all of the client's Jacks, before those new shelves hit more of their stores.",
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      "text": "First, Andy runs a series of tests to check for hardware failures or software bugs. Then he checks the robot's plan of action and queries the system in natural language over why it stopped the action early. He thinks he knows what's happening. The new shelves are made of a highly reflective material, and the robot is seeing something in them that's tricking its vision software.",
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      "text": "Andy just took a new job as a robotic fleet deployment specialist at AllTrades, a major robotics-as-a-service vendor. His last job was managing contracts for an industrial equipment dealer. Never in a million years did he think he would go from seeing heavy machinery as anything but exactly that. But here he is. He and his team work with their flagship humanoid, Jack. And thanks to Jack's versatility and the domain-specific fine tuning they provide for each project, they have fleets working in retail and doing security at a football stadium. Later this year, two Jacks are slated to be sent to the moon to help set up and operate an unmanned lunar lab for low gravity experiments.",
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