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The AI conversation is full of opinion. This one has numbers. Download the slides from Jonathan Treussard's May 2026 talk on the economic and financial mechanics of the AI transition — including $2.4T in wages at core AI risk, the AI Scare Trade in software and private equity, and why the value of human judgment goes up, not down, in a volatile world.