I got a cold email recently and was happy to engage, but I warned them upfront that LLMs change the game, and asked for more info about their background (to authenticate them as a human). They replied with another unnecessarily long email that was light on details and reeked of AI Voice, so I ghosted at that point, unconvinced they were acting in good faith.

Demonstrating authenticity and effort are super important in this space.