Model disagreement isn’t just noise—it’s a helpful warning light in audits. When models conflict, it flags risks that aren’t obvious (quiet risks) versus the big, clear ones (loud risks)
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Model disagreement can reveal where risks hide quietly versus shouting loudly. Instead of quickly switching to another model when one hesitates, orchestration blends their insights, offering a clearer audit trail
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Model disagreement acts like a warning light in audits—quiet risks often hide where models don’t agree. Instead of switching models like a dropdown, orchestration weighs these differences, spotting subtle issues others miss
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When models disagree, that friction can highlight where risks hide—quiet risks that don't scream but matter. Instead of flipping between models like a dropdown menu, orchestration balances their views to flag uncertain areas
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