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AI/ML's bitter lesson [1] applies again. In this case, the AI model may have learned a more practical model than the one human researchers painstakingly came up
by giovannibonetti 3y ago
AI/ML's bitter lesson [1] applies again. In this case, the AI model may have learned a more practical model than the one human researchers painstakingly came up with by applying piles and piles of physics research.
[1] http://www.incompleteideas.net/IncIdeas/BitterLesson.html http://www.incompleteideas.net/IncIdeas/BitterLesson.html
- savanaly 3y agoThat’s only superficially similar to ai’s bitter lesson. The bitter lesson is about methods to achieve results in AI, not about comparing AI methods to non-AI methods.
- uoaei 3y agoHardly. They trained on the output of numerical simulations, so it's basically a method for summarizing approximate dynamics of numerical simulations themselves.
- amelius 3y ago> by applying piles and piles of physics research. You mean by remembering piles and piles of example data and interpolating between it.