Sex is binary, based on gametes which are binary. Anything with a bimodal distribution will by necessity never be the right tool for determining something which is truly binary.

The next best determinant of sex other than gametes is the presence or absence of the SRY gene.

Unless you explain this statement, most people here are likely to dismiss everything you have to say on the topic of AI.

I worked on a team that went from a very strong "debate everything" culture to a very apathetically strong "just tell me what to build" culture, and it was primarily due to the hires we made. We hired for the ability to grow technically, and that certainly proved true. But the interest in the "why" behind the work never developed the way the "debate everything" folks assumed would happen with all good devs. The QA team cared, and remained in "debate everything" mode, but the dev team eventually just wanted to be left alone to focus on relatively meaningless (without context) work. No amount of connecting the dots to real user need seemed to really get through. They just wanted semi-challenging technical problems, and a paycheck. Nothing wrong with that in moderation, but it ended up infecting the entire team.

So be careful how you hire. If you have a blind spot for this phenomenon and hire exclusively for technical skill and/or potential, you might just get unlucky and end up with a critical mass of "just tell me what to build", and then you're screwed, because you'll have a technically strong team that has zero interest in understanding the bigger context of their work, forcing you to choose between getting sucked into the codependent relationship, or resigning yourself to doing the wrong thing with great technical prowess.