I want to know when generative models are useful. I don’t want to feel like they’re useful, that’s just a vibe. I’ve been a generative model skeptic basically from the beginning. I could not convince myself that generative models were useful. But I was also skeptical of my own subjective experience. I could imagine that a model capable of produce code from natural language would be useful, in some use cases that I had not found. I imagine there must be a model of when a generative model X is useful for task Y.
Recently there was a kerfuffle about the chardet project. chardet is a Python module (and a very popular one, with 170 million downloads), which has been licensed under the GPL. A different developer was hoping to include it in the Python standard distribution, and decided to reimplement it.
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