Part 7/10:
An autonomous system must predict outcomes, discern the best course of action, and plan for setbacks. Embedding an agent model, which simulates the machine's understanding of itself and its capabilities, is key to this process.
Cognitive Control: Discipline and Self-Monitoring
In Part Four, Shapiro tackles cognitive control, likening it to mental discipline. This entails maintaining focus, switching tasks appropriately, and managing priorities. Self-awareness and metacognition—thinking about one’s own thinking—are integral to ensuring that the machine adheres to its goals and principles.