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Bridging Task Planning and Execution for Language-Conditioned Bimanual Manipulation

Robots are increasingly expected to execute natural-language manipulation tasks in real-world environments. This is particularly relevant in household assistance and logistics, where clutter requires reasoning about both task objectives and execution feasibility. This challenge becomes even more pronounced for bimanual humanoid platforms, where coordinating two manipulators introduces additional…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

Read the original at arxiv.org →

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The 15-Day Clock: Could You Reconstruct an AI Incident Before the Deadline?

A lender runs an AI agent that helps assess loan applications. On a Monday, a customer complains that her application was rejected for a reason that makes no sense.

  • EU AI Act requires 15-day reporting of serious incidents.
  • Determining awareness moment and severity classification is challenging.
  • Engineer on leave complicates investigation of ambiguous incident.

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