<transcript><audio_22>ideally so putting this together like imagine how difficult it is to do central planning about around a surface of this magnitude when all the parts are only looking at a local patch and then trying to convince each other to create one set of policies</transcript><transcript><audio_23>and apply them everywhere even with supercomputers now even um you know massive scale ai systems will have distributed algorithms that to reason about all of the complexity in a local way and apply local policies so</transcript><transcript><audio_24>part of what varies in in the capital structure is that what looks like this to some some group might look very different in another area of the market or another area of the world or another industry and so you have all of these different entities looking at some small patches and tons of competition in that area</transcript> ideally so putting this together like imagine how difficult it is to do central planning about around a surface of this magnitude when all the parts are only looking at a local patch and then trying to convince each other to create one set of policies and apply them everywhere even with supercomputers now even um you know massive scale ai systems will have distributed algorithms that to reason about all of the complexity in a local way and apply local policies so part of what varies in in the capital structure is that what looks like this to some some group might look very different in another area of the market or another area of the world or another industry and so you have all of these different entities looking at some small patches and tons of competition in that area
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