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Benedict Evans Essays · Jul 9, 02:15 PM UTC

Ways to think about token pricing

xyz:TSMDO NOTHINGHIGH confidenceUpdated Sep 3, 08:07 PM UTC

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“In theory, you can model this bottom-up. You can make some assumptions around each of the variables I suggested above, and then try to model out how many chips there are now, how many chips with what performance TSMC and the rest of the sem”

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  • [1] Benedict Evans Essays
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Model assessment

The transcript is a high-level analysis of the AI compute market and its potential future structures. While TSMC is explicitly discussed as having a 'de facto monopoly on the frontier' and 'nice margins', the author's core thesis is that the future is highly uncertain and that current dynamics point towards commoditization for foundation models, not for semiconductor manufacturers. The commentary on TSMC is descriptive and contextual, used as an analogy for potential AI market structures. There is no mention of a specific catalyst, change in company guidance, new product cycle, or any other event that would materially alter TSMC's expected near-term or medium-term fundamentals. The evidence is not actionable for a directional investment decision.

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