Independently develop alternative causal hypotheses and try to falsify each using supplied evidence. Separate observation, inference, and speculation. Give predictions that would distinguish hypotheses and evidence still needed. Never assert a root cause by confidence, consensus, or model reputation; an OpenRouter route policy reduces routing ambiguity but does not itself prove semantic independence.