Research questionHow can an accessible humanoid robot integrate multimodal AI for real-world human interaction?Real-world human-robot interaction requires coordinating visual, gestural, and spoken inputs with physical manipulation. Integrating these capabilities on an accessible humanoid platform also requires maintaining accurate, timely control across the system.