I like my professor’s view in AI from over a decade ago. AI is the term non commercially viable research. Once something becomes viable it gets rebranded, like automatic text recognition, computer vision, machine learning, llms. It worked great until generative AI was good enough to impress average people, then it became a great way to attract venture capital. It’s still not quite viable so the rule holds, but we are in a very messy and public era where several products are likely to emerge and separate from the AI title.