Control vs Autonomy Balance

The control vs autonomy balance is the central design tension in agentic systems: give agents too little autonomy and they're just chatbots with extra steps; give them too much and users feel out of control. The optimal balance varies by use case (low stakes = more autonomy), user sophistication (experts want more control), and trust level (earned through consistent performance). The best agentic products let users dial this balance explicitly — choosing what the agent can do alone vs what needs approval.