Behavior Change Without New Code

A strategy that failed is deprioritized and a strategy that worked is raised. The code is unchanged; the weights are.

What changes?

The strategy weights. The code does not change.

What triggers the change?

A verified outcome and its reward value.

Can behavior drift without evidence?

No. A drift without verified evidence would not be produced by the weight update.

How does the system adapt?

The strategy weights are updated based on the reward value. A strategy that failed is deprioritized; a successful one is raised.

What is the foundation of adaptation?

Verified outcomes. The kernel learns from the results and adjusts its strategy weights accordingly.