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I publish a monthly email newsletter with personal updates and interesting things I read or learned that month. The latter is archived below. If you’d like to be added to the newsletter, email me. April 2026 RoundupA demand-side analysis of AI's impact on the job market This is the best article I've read since starting this newsletter. If you click on one link, make it this one.
What will be scarce?, Alex Imas, 4/14/26 If you collaborate using Git, here are some fun commands to run
The Git Commands I Run Before Reading Any Code, Ally Piechowski, 4/8/26
One Dimensional chess
1D-Chess,
Rowan Monk
Frontier AI labs are profitable on the margin I had a discussion this week with co-workers about future AI cost for consumers. They argued that the model companies aren't profitable, and that they will inevitably raise prices to recoup their investments. This is a suspect claim, but apparently popular among otherwise well-informed people, so I thought I'd address it here. Two important pieces of information
Micro 101 tells us that the firms will serve their models at the point where marginal cost equals marginal revenue. Importantly, upfront costs don't affect this equilibrium. Even if OpenAI were a monopoly and faced no competition, so long as the elasticity of demand is not 0, if marginal costs decrease, part of those savings will be passed along to consumers.
LLM inference prices have fallen rapidly but unequally across
tasks, EpochAI, 3/12/25
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