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From the linked blog post (2017) > Even with this data, you could not train a deep learning model to simply read a product description and generate the appropr
by MrScruff 3y ago
From the linked blog post (2017)
> Even with this data, you could not train a deep learning model to simply read a product description and generate the appropriate codebase.
Would be make the same claim now I wonder?
- YeGoblynQueenne 3y agoI wonder too. I've communicated with Chollet in the past (about his ARC dataset) and he's responsive. You could email him and ask, or you could ask him on his twitter (I don't use twitter).
- deleted 3y ago[deleted]
- YeGoblynQueenne 3y agoSorry, I can't edit my earlier comment but I re-read our conversation and I realise I misread your quote. In particular: >> read a product description and generate the appropriate codebase Chollet here is talking about creating an entire application, not short code snippets or larger functions. Producing short programs from specifications was already possible when Chollet wrote the above-linked article. It is still not possible to genera the entire codebase for an application by reading a product description. Not anywhere near that.
- MrScruff 3y agoAgreed, but the question is would he still claim it's not possible to train a deep model to achieve this goal at all. Maybe not, but it feels a lot less certain than it did in 2017.