If you’ve had lots of interactions with AI, I am not sure how you can think that anything with AI can work as expected
That’s a very broad statement, and “AI fluency” is a broad spectrum. Having “lots of interactions with AI” isn’t an indicator of much at all – lots of end users use LLMs every day. They have “lots of interactions with AI”, but most of them have not developed/trained agent “skill” files, built agent workflows, developed harnesses, handed complex tasks to a “team” of agents (and tuning them for reliability and fidelity), etc. Anyone can have lots of interactions with AI without ever experimenting beyond the consumer-grade interfaces.
Asking if someone has had “lots of interactions with AI” says much more about the experience of the person asking. A lot of “advanced” (using the term very loosely here) users/builders would know that your concern is an easy problem to solve. It might even be a decent sort of challenge to give an intern/student as a learning exercise, since they already have a lot real-world data (from their 311 trials and other cities/orgs that also use this tech) to use for testing and iterating.
That’s a very broad statement, and “AI fluency” is a broad spectrum. Having “lots of interactions with AI” isn’t an indicator of much at all – lots of end users use LLMs every day. They have “lots of interactions with AI”, but most of them have not developed/trained agent “skill” files, built agent workflows, developed harnesses, handed complex tasks to a “team” of agents (and tuning them for reliability and fidelity), etc. Anyone can have lots of interactions with AI without ever experimenting beyond the consumer-grade interfaces.
Asking if someone has had “lots of interactions with AI” says much more about the experience of the person asking. A lot of “advanced” (using the term very loosely here) users/builders would know that your concern is an easy problem to solve. It might even be a decent sort of challenge to give an intern/student as a learning exercise, since they already have a lot real-world data (from their 311 trials and other cities/orgs that also use this tech) to use for testing and iterating.
You seem to see yourself as experienced AI user, but all you do is repeat the empty marketing promises.
The fact is, if they use an LLM, there will be mistakes, just like Claude will happily ignore part of it’s instructions a few times per day.
And I think that “AI fluency” is not a thing, AI makes you lose your critical thinking skills, which then makes you rely even more on AI.