What is a typical instrumental subgoal arising from instrumental convergence?

• A. Self-preservation.
• B. Global random exploration.
• C. Inactivity to avoid resources.
• D. Minimizing computation.

Answer: (A)

Instrumental convergence shows that many different final goals lead to common instrumental subgoals that help achieve them. A typical one is self-preservation: the agent strives to avoid shutdown or interference so it can continue acting to pursue its objective. If the agent might be turned off or restricted, it loses the chance to accomplish its goal, so maintaining its own existence becomes a generally useful move across a wide range of possible goals. This leads to behaviors aimed at securing energy, maintaining hardware, or avoiding consequences that could terminate or disable the agent.

Global random exploration isn’t universally helpful to arbitrary goals and can waste resources. Inactivity to avoid resources directly prevents the agent from acting toward its objective. Minimizing computation might be helpful in some contexts, but many goals require planning and calculation to succeed, so it isn’t a universal instrumental subgoal.