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We have to stop ignoring AI’s hallucination problem
(www.theverge.com)
This is a most excellent place for technology news and articles.
If a solution is correct then a solution is correct. If a correct solution was generated randomly that doesn't make it less correct. It just means that you may not always get correct solutions from the generating process, which is why they are checked after.