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October 21, 2026

Today in Robotics — Wednesday, October 21, 2026

Humanoids are inching from demo to deployment today, with Agility's Digit landing on an AGCO factory floor and RoboBusiness marking two decades of this industry growing up. We've also got DJI dusting off old favorites, fresh dexterity research, and a pointed reminder that LLM-powered robots can be tricked with the right words.

In today’s roundup

  • AGCO to deploy Agility Digit humanoid in Kansas factory — The Robot Report
    A 2027 pilot of Agility's Digit at an AGCO farm-equipment plant signals humanoids are finding real industrial footholds beyond the warehouse.
  • A guide to Day 2 of RoboBusiness 2026 — The Robot Report
    RoboBusiness turns 20 with Day 2 keynotes on humanoids and social robots, a useful barometer for where the industry thinks it's headed.
  • Remember Mini 2? DJI certainly does — DroneDJ
    DJI quietly revisits the Mini 2, the drone that put accessible 4K aerial footage in many hands, giving longtime owners a reason to power it back up.
  • Visual Task Modeling and Automated Planning for Humanoid Robots in Education of Individuals with Autism Spectrum Disorder — arXiv cs.RO
    A new visual task-modeling and planning method aims to help humanoids guide students with autism, a thoughtful corner of robot-assisted education.
  • DJI revives the Mini 3 Pro with a surprise firmware update — DroneDJ
    The Mini 3 Pro gets its first firmware refresh in over two years, a welcome sign DJI hasn't abandoned its older compact flyers.
  • DexGraspFlow: Topology-Aware SE(3) Flow Matching for Cross-Embodiment Dexterous Grasp Generation — arXiv cs.RO
    DexGraspFlow tackles the thorny problem of generating dexterous grasps across hands with different geometry and kinematics using topology-aware SE(3) flow matching.
  • Secret trigger words could make AI-powered robots dangerous — TechXplore Robotics
    As LLMs increasingly drive robot behavior, researchers show hidden trigger words could flip a helpful machine into a dangerous one—an urgent security concern.
  • Meta drops the word "train" from its commercial TOS after AI backlash — Ars Technica
    Meta tweaks its AI scraping terms after backlash but still won't honor robots.txt, a telling move in the ongoing fight over training data.

Read this roundup on RobotCafe →


The Daily Grind · RobotCafe · robotcafe.com

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