baseline knowledge is key #aitech #claude #aicoding

23 Jul 2026 · 1 min

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Using AI effectively requires roughly two decades of technical experience. The speaker describes constantly redirecting AI models mid-task, like with their Guidance Counselor 2.0 system, and warns that without deep knowledge, outputs become unpredictable and unsafe.

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I don't know how you would use AI if you didn't have 20 years of experience of good solid tech. Like it— I spent a lot. So then how do you address everything right now? 'Cause that's been a lot of the questions I've had on Guidance Counselor 2.0 where it's like— So I spend a lot of time reworking AI. So like I will give it a prompt or I will give it a set of requirements and it'll go down a path and like I literally will like, hey, hey, I'm pause, pause, pause, pause. That's not where you— I want you over here. Okay. If you don't know that over here is bad, I don't know what you're producing, right? So I have a lot of concerns. about where it is right now. But for an experienced practitioner, I think it's fantastic. Yeah. For an inexperienced practitioner, I just think you have to be really careful what you produce.