Causal Safety Engine – AI that prefers silence over unsafe decisions

Summary: Causal Safety Engine validates causal evidence and blocks unsafe automation in high-risk AI systems by producing no output when causal identifiability is insufficient. It avoids recommending actions or optimizing behavior, prioritizing safety through intentional silence.

What it does

It verifies causal relationships before allowing automation and produces silence if causal evidence is inadequate, preventing unsafe AI decisions.

Who it's for

Designed for developers and organizations deploying high-risk AI systems requiring rigorous causal validation and safety controls.

Why it matters

It prevents premature AI actions based on correlation, reducing risks in automated decision-making by enforcing causal safety.