this post was submitted on 26 Aug 2023
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If you want an AI that can create cancer treatment, you need to train it on creating cancer treatment, and not just use one that is trained on general knowledge. Even if you train it on science publications, all it can now reliably do is mimic a science journal since it has not been trained on how to parse the knowledge in the journal itself.
Which is exactly the problem people think has been solved but isn't anywhere near being solved. It cannot comprehend semantics, the meaning of things is completely beyond it and all other AIs.
Unfortunately saying I made a thing that creates vaguely human looking speech with little content isn't astonishing to most people hence they are looking for something useful this breakthrough machine must be able to do and then they don't find anything leading to these articles.
Right, but can't they tell it to also try thousands and thousands of combos that humans could never do? I think ChatGPT is both super amazing and as stupid as a rock at the same time. I thought the vaccine used an AI to do that. I'm obviously clueless, I'm seriously asking.
I don't know about AI, but there are already computer programs that try many different combinations of, for example, chemical structures with known pharmacological properties and then output new drugs that could possibly be used to treat something. Of course you have to verify with research and studies.
I'm sure there will be AI's or machine learning programs, if not already, that can do this as well and perhaps improve upon the process. But they would need to be specifically trained for that purpose. ChatGPT is a LLM, it's made to generate language that fits a given prompt, I would not expect it to be great at creating cancer treatments and I'm not sure why we needed a study to learn that. OpenAI tells you already that the results can be inaccurate or outright wrong.
I'm in Seattle and surrounded by people who are techy while not being techy myself, so the innovations they talk about are mind blowing. I thought ChatGPT at first was like all the other tech I heard about. But when you think about it, they would never release that for free first of all, and it would be too powerful for evil people. I was just letting people know what a non-techy thought.