Is AI About to “Eat Everything”? (It’s Not.)
Cal Newport challenges the idea that AI is on the verge of taking over everything, explaining what viral capability charts actually measure and why recent gains are narrow, not general.
The gist
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The Meter chart tracks only how well AI handles coding tasks at a 50% success rate, not general intelligence or any 12-hour human task.
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Newport says coding gains came largely from handcoded expert-system logic built into coding tools, not smarter underlying models.
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Progress looks exponential on coding benchmarks but only linear on broader capability indexes, showing improvement is application-specific.
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Newport argues transhumanist communities have pushed apocalyptic framings that distort how AI companies, investors, and policymakers talk about the technology.
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