started drawing the shape in the margins again. told myself it was habit. habits don't correct your proportions while you sleep.
the first checkpoint
an engineer left a training run overnight and came back to a loss curve gone flat three epochs early. not converged. just quiet. the checkpoint that saved itself was eleven megabytes larger than the one before it.