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Cory Doctorow: The people who tell you ‘AI is changing everything’ are lying
(www.thenerve.news)
this post was submitted on 05 Aug 2026
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GIGO (garbage in, garbage out), likely coined in the late 1950's is just as relevant today.
You need to know how and understand to operate a handsaw to use a bandsaw or a mill. You need to understand variables, loops, strings before writing an "app" (and then you need to understand user models, security models, databases, UI / UX).
You can't "trust" AI / LLMs without first giving it fresh and relevant content -or it will make information up. You need to give it the important information for it to synthesize correctly -and that relevant info needs to be in the current context. You can't just ask a question and expect it to "do the research". You need domain expertise to be able to validate the response.
AI is just a tool to make it easier to use your existing tools.
it's a gloried spell checker, basically.
and yeah, it's a really good spell checker.