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Most VCs invest in software because it’s comfortable. The biggest returns come from the uncomfortable stuff — curing cancer, going to space.
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Hardware is hard. That is why it is worth doing. Software startups can be copied in a weekend. A chip takes three years and a billion dollars.
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If you have patentable tech, it's easier to succeed, otherwise it's just first-mover advantage.