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October 3, 2025ACM Computing SurveysOpen Access

Humanoid Robots and Humanoid AI: Review, Perspectives and Directions

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Current humanoid robots lack true human-level intelligence, and advancements in generative AI reveal new opportunities.
The review of 30 humanoids presents systematic terminology and outlines the evolution of humanoid robots and AI.
Future developments aim to transition humanoids from mere human likeness to embodying humaneness within their functions.
Advancements in AI humanoids could lead to significant transformations in caregiving, education, and other interactive roles.

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Review highlights advancements in humanoid AI, suggesting new roles for AI humanoids in various fields.

Longbing Cao (2025) studied this question.

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