Unverified Automation: The Silent Failure

Unverified automation is a silent failure: the tool runs, nothing is compared, and the outcome is assumed. The kernel records a verdict.

Why is it silent?

Because nothing compares the actual outcome to an expected outcome. There is no verdict to report.

What does the kernel do differently?

Verification is a step in every cycle, and the verdict is recorded.

Can a failed verdict be corrected?

Yes. A failed verdict updates the strategy weights and, when code is the cause, triggers the AST engine.

What is the risk of unverified automation?

The outcome is assumed. The system cannot learn from its actions or adapt its behavior.

How does the kernel prevent silent failure?

By verifying the outcome in every cycle and recording a verdict. The verification step is not optional.