What Does it Mean to be in Dialog With a Silicon Conversation Partner?

Even at this early stage of Generative AI (GenAI), machines are conversation partners, observers, summarizers, and useful co-pilots for many things including, but not limited to helping with customer service, sales support, image design, exploring potential new materials, etc.