Hot take: That engineer who told me to stop overthinking my AI prompts was right

I spent like 3 weeks tweaking every single word in my prompts for a client project, trying to get perfect output from a language model. Then a senior dev at a meetup in Austin told me to just feed it the raw data and a simple question, and it worked way better on the first try. Anyone else find that simpler prompts do the job better than all the fancy formatting?

2 comments

2 Comments

hugog432d ago

Oh man, I heard some AI researcher on a podcast say the same thing last month... apparently these models actually get confused by all that extra formatting and context. They work way better when you just treat them like a smart intern who needs clear simple instructions. It's wild how much we overthink this stuff when the real trick is just getting out of our own way.

morgan.joseph2d ago

Yeah exactly! It's like we've been conditioned to think more complexity equals better results when it's actually the opposite. I've noticed the same thing with my own experiments. The moment I stripped back all the fancy system prompts and just wrote stuff like "here's what I need, keep it simple" the outputs got way better. It's almost like these models mimic how confused we are. When we overcomplicate things, they start overthinking and hallucinating nonsense. Throw in too many examples and formatting rules, and they get paralyzed trying to follow every single one. The best approach really is just treating them like a fast learning intern who needs one clear goal at a time.