This chapter explores the use of AI-integrated humanoid robots in friction stir welding (FSW), a crucial process for joining materials without melting. By combining AI capabilities with humanoid robots' dexterity and adaptability, significant advancements can be achieved. AI algorithms can improve precision and accuracy by continuously analyzing real-time sensor data, while AI-powered predictive maintenance can minimize downtime and enhance efficiency. AI-enabled robots in FSW increase automation, reduce human operator reliance, and minimize safety risks in hazardous environments. However, challenges such as cybersecurity concerns, regulatory hurdles, and ethical implications require careful consideration. Future research should focus on developing advanced AI algorithms, optimizing robot-human collaboration, and exploring new applications beyond traditional materials. The approach offers precision, efficiency, and safety, but necessitates interdisciplinary collaboration, strategic investment, and proactive addressing of technological, ethical, and regulatory challenges.