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> entirely novel and original ideas They are not novel if there is an equivalent pattern in the training dataset. I guess you are not really trying anything th
by lossolo 3y ago
> entirely novel and original ideas
They are not novel if there is an equivalent pattern in the training dataset. I guess you are not really trying anything that isn't available already on github or google in some form. If you think you do then please show an example of "entirely novel and original idea", that GPT-4 developed for you. I had at least 4 cases in which ChatGPT failed to produce correct solution (after pushing it for hours to correct itself in many ways) in an actual novel problem (solution not longer than 200 lines of code) for which there was no solution on Google or github. But you can't blame statistical model that was trained to create the most probable outcomes based on it's training data.
- soulofmischief 3y agoWhat you need to understand is the concept of metapatterns. GPT-4 has generalized so much, that it is able to learn the "patterns of patterns" in many domains. I don't require anything more fancy to drastically improve my workflow right now. Usually, drawing from existing knowledge is the whole appeal of using GPT. Over time, you actually begin to get a sense of what the model is good at and bad at, and it's good at an incredible amount of things. I get it to write novel code constantly and I think that playing with it and confirming that for yourself is better than me showing you.