this post was submitted on 24 Mar 2024
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Maybe not today and maybe not every AI but maybe some AI in the near future will have it's data sources made explainable. There are a lot of applications where deploying AI would be an improvement over what we have. One example I can bring up is in-silico toxicology experiments. There's been a huge desire to replace as many in-vivo experiments with in-vitro or even better in-silico to minimize the number of live animals tested on. Both for ethical reasons and cost savings. AI has been proposed as a new tool to accomplish this but it's not there yet. One of the biggest challenges to overcome is making the AI models used in-silico to be explainable, because we can not regulate effectively what we can not explain. Regardless there is a profits incentive for AI developers to make at least some AI explainable. It's just not where the big money is. To which end that will apply to all AI I haven't the slightest idea. I can't imagine OpenAI would do anything to expose their data.