The Cost of Always-On Agents

An always-on agent spends resources between tasks. The kernel weighs energy consumed against result achieved in each decision.

What does efficiency measure?

The ratio of energy consumed to result achieved. The aim is to do less, not more.

Is a larger flow better?

No. A larger flow is not better if a smaller flow achieves the same result.

Does continuous operation mean constant cost?

No. Continuous operation is bounded by the efficiency principle in every decision.

How is resource usage evaluated?

By the ratio of energy consumed to result achieved. The kernel applies this principle in every decision.

What is the focus of the efficiency principle?

To use as few resources as possible. The system aims to do less, not more.