AI researcher Christopher Kanan argues the term 'AGI' has dangerously conflated two distinct futures: hyper-efficient economic automation systems and true human-like consciousness. Current LLM-based architectures fundamentally lack the mechanisms for self-awareness, making sci-fi doomsday scenarios implausible while real risks like centralization demand immediate attention.