“A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software”

Gary Marcus

May 1, 2026 at 20:04

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“A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software”

The title here, a paraphrased quote from me, pretty much says it all. It’s in TNW, today, evaluating a claim from “OpenAI president [who] says AI is now writing 80% of the company’s code”.Great to see a nuanced point reported correctly in the media, by Ana Maria Constantin, and great also to see OpenAI’s President...

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“A model that produces code which compiles and passes the tests it was given is not the same as a model that produces correct, secure, maintainable, well-architected software”

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