Industry experts argue that terms like Artificial Intelligence and Machine Learning lack rigorous, shared definitions. This linguistic drift creates confusion between marketing hype and technical reality. Practitioners must now navigate a fragmented vocabulary to communicate precise capabilities. The lack of standardization complicates academic research and slows technical collaboration across the sector.