AI reasoning models (+swarms) are now useful for conceptual search. This is a powerful tool for innovation because we can empirically rule out "have we looked hard enough?" and switch gears to develop new pre-requisite ideas.
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To discover something new, two things must be true. The pre-requisite ideas must be known. And the right ideas must be selected and synthesized. The former is a coverage problem, the latter is a search problem. The hard part is you don't know which is your bottleneck.
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