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Philip Koopman Blog
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14 September
23 July
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korrents.com
Microsoft Copilot is adequate for office document work but significantly behind in agentic capabilityTheir words
Copilot, which uses a mix of AI models and is okay for working with office documents but lags badly in terms of its agentic abilities.
27 May
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Their words
General problem solving abilities are neither learned nor taught. While some problem-solving methods have broader applicability than others (such as the scientific process of hypothesis testing), students learn these methods better when they’re explicitly taught rather than simply giving students projects and hoping they’ll reinvent them on their own.
23 December 2025
18 November 2025
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Their words
Thus my personal prediction is that in domains that are already largely under the powers of modern AI, such as languages, programming or chess, we’re going to see a divergence in human abilities.
16 October 2025
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Their words
take prompting and as an engineer, there's a range of prompting abilities. uh the way you discretize and split up your task matters. And if you assume that uh a model can do more than it can do, then you're going to have a bad time.
12 September 2025
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Their words
Yeah. So there's a subtlety here. Emerging capabilities don't just come from the fact that internet data has a lot of stuff in it. They also come from the fact that generalization once it reaches a certain level becomes compositional.
29 June 2024
2 June 2024
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