Yeah. I think Polis works if there is a need for clarity from all stakeholders, that is to say, the dimension is so large that we cannot pre-map them all. So, it works really the best on the beginning of the discovery stage of the double diamond. And that was indeed the case last March in the beginning of alignment assemblies. Like nobody really know what everybody thinks about AI safety and openness. And so, and Polis really helped really shine in that.

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