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In the next year, AI will be smarter than all of us. There'll be outliers of course… Some people will still be ahead in specific corners, because our thinking is strange in ways models can’t reproduce. We're messy compute and occasionally we'll lands somewhere a machine can't. But these are exceptions. The Exponential Age is hitting the steep part of its curve and you can already see it. Take Anthropic for eg. Their revenue is scaling beyond Metcalfe’s Law into Reed's Law, making it the fastest growing revenue line of any company in human history. Ludicrous when you think about it. And it won't stop with one company. Every one of these curves feeds the next, and all of them together bend the Exponential Age into the Economic Singularity. Intelligence compounds, capital reallocates, and the system starts running at a tempo we can't even process. Anthropic scaling faster than any company in human history is the Exponential Age at escape velocity. You can find all of my frameworks at https://t.co/GAGTnx2E9F if you want to go deeper.