Humans give instructions and AI negotiates meaning

Even simple commands become a negotiation between :

intent,
interpretation,
context,
and constraints.

Interfaces aren’t static ,
they’re conversational.

I would love hear from the crowd how often does instructing an AI feel like a negotiation in your workflow?