As AI transitions from hype to practical implementation across industries, this shift raises critical ethical questions about accountability, fairness, and societal impact. The move toward smaller, targeted AI systems and human-augmentative rather than autonomous agents requires careful consideration of security, regulatory frameworks, and democratic participation to ensure responsible development that serves humanity’s best interests.