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What a scoping conversation settles
Whether the system is deployed and taking consequential decisions, whether ground truth exists or can be built, what access is obtainable, whether any conflict disqualifies us, and whether the finding would be publishable whatever it concluded. The scope, the method, the harm threshold, and the terms are settled there, while the result is still unknown to everyone involved.