Her case that America's AI lead is measured by the wrong scoreboard: model count and benchmark wins, when what decides adoption is whether ordinary workers can actually use the thing.
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Her case that America's AI lead is measured by the wrong scoreboard: model count and benchmark wins, when what decides adoption is whether ordinary workers can actually use the thing.
Mulligan ran national-security programs before working on AI. Nuclear, space, the internet — every previous technology of this weight was born inside or alongside the state. This one is not, and she argues most of what feels unprecedented about AI follows from that.