Agility Robotics cleared a shareholder vote on its $2.5 billion SPAC deal, while a new ISO standard targets coordination across mobile robot fleets.
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Research also showed humanoids combining walking and manipulation skills without demonstrations of complete task sequences.
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Humanoid AI links walking and manipulation without complete task demonstrations
Researchers developed a humanoid AI system that learns jointly from separately collected locomotion and object-manipulation data, enabling it to perform multiple task stages in sequence.
Why it matters: Combining separately learned skills could reduce the need to collect demonstrations for every complete robotic workflow.
New ISO standard targets interoperability across mobile robot vendors
ISO 21423:2026 is intended to enable mobile robots from multiple vendors to communicate and coordinate.
Why it matters: A shared interoperability standard could ease integration for operators running mixed-vendor robot fleets.
Tutor Intelligence raises Series B to expand picking robots and training
Tutor Intelligence raised Series B funding to develop its picking robots, networked intelligence and commercial deployments. The supplied report did not state the funding amount.
Why it matters: The financing supports both robot learning infrastructure and expansion of commercial picking deployments.
Six humanoids reportedly work a 24-hour convenience store trial in China
Gadget Review reported that six humanoid robots worked in a Chinese convenience store for 24 hours, with the trial livestreamed.
Why it matters: The extended public trial offers a service-setting demonstration, although the supplied item gives no task-success or intervention metrics.
Optimized controller cuts robotic arm tracking error 89% in simulations
A genetically optimized fuzzy logic controller reduced average tracking error by 89% in simulations of a three-degree-of-freedom robotic arm. It also outperformed alternative controllers under disturbances and changes in system parameters.
Why it matters: The results suggest potential for more robust arm control, but physical-hardware performance remains unreported in the supplied item.
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Shareholders approve Agility Robotics’ $2.5 billion SPAC deal
Churchill Capital XI shareholders approved the Agility Robotics transaction, which is expected to provide approximately $465 million in gross capital as Agility expands industrial deployments of Digit.
Why it matters: The approval advances a major financing transaction supporting commercial humanoid deployment, though the deal is not reported as closed.