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Articles about how BX-System learns and corrects itself.

• Strategy Weights: How Outcomes Change Behavior

  Strategy weights are updated after every verified outcome. A strategy that failed is deprioritized; the code does not change.

• 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.

• Adaptation

  Adaptation is the principle by which BX-System changes its behavior based on accumulated outcomes instead of repeating a fixed solution. Every verified result updates the strategy weights; a strategy that failed is deprioritized.

• Automatic repair

  Automatic repair is the principle by which BX-System corrects faulty code without manual review. The AST engine detects rule violations and corrects them; the kernel returns to a stable state.