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Each of these phenomena have a name: there’s Jevons Paradox, which means, “We’ll spend more on what gets more productive”, and there’s the Baumol Effect, which means, “We’ll spend more on what doesn’t get more productive.”
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I don't think that's exactly right. Jevons says "we consume more on what gets more productive" and Baumol says "the unit cost increases for that which is less productive".
The typical example for Baumol is the orchestra (or live music) which is today much more expensive than in the 1800s. I don't think we spend more in aggregate than we did in the 1800s!
Edit as I continue reading:
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Other goods and services, where AI has relatively less impact, will become more expensive - and we’ll consume more of them anyway.
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This definitely NOT the case. Basically the author is saying we will consume more of everything, which is not true! We famously stopped using horses and all the relevant industries.
The unit cost for horses, however, did increase!
What the author should be stating is that the new production bottlenecks will command a higher price and probably play a bigger role in the economy, but not everything gets to be a new bottleneck.