Why the future of commercial robotics could hinge on how machines handle failure

By: Alice Crow | 4 minute read

Outlets: Technical.ly

Published: October 14, 2026

Words: 26

Last Updated: 1 day, 20 hours ago

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As startups wrestle with steep upfront costs, shifting business models and harsh deployment conditions, researchers at IROS 2026 said teaching robots social cues may be key.

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