UNCLASSIFIED Information approved for public release: Distribution Unlimited UNCLASSIFIED
When “machines execute tactics to pursue goals” it means they will be constantly “thinking” and re-evaluating their strategy and tactics. If an organization uses domain experts to build smart machines using KEEL Technology, they pass their judgment and reasoning (problem-solving) skills to the machine. The machine can then pursue goals as if the domain experts were embedded in the machine. In doing so, the domain experts pass a “value system” to the machine so the machine can make value-based decisions in real-time. If KEEL Technology is used, each machine can explain its behavior (decisions or actions) with mathematical precision (something humans cannot do). This allows the domain experts to refine the tactics and strategies over time and to make rapid changes to the machine behavior when the problem space changes as in the case of Adversarial Computing.
When organizations fail to recognize change, they will have to react to change rather than drive change.