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The naive way to look at the future of AI is to look at numbers like network parameter count, transistor density, and benchmarks, and reason about the future solely from these numbers. This way prevails because it doesn't require thinking about the details of computer architectures and algorithms. It leads to reductionist arguments like "any marginal compute given to an adversary would be devastating because is dangerous."The reality, as Jensen points out multiple times, is more complex. Unless
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