Transcript self aware ai11/10/2023 It’s too hard we’re just gonna kind of walk away from it, right? So that leads to this other challenge: what if an AI model is producing content that might have bias, right? You’ve all heard about this racial bias in facial recognition technologies from a few years ago notably, IBM actually mothballed and rolled back their facial recognition investments because of racial bias, and they were like, look, we don’t even want to touch this. It’s hard to understand why certain outputs are produced, right? Precisely anyway. There’s really no way to kind of reverse-engineer and decrypt that, right? So that’s a challenge of the Black Box problem. The first one, which I’m sure you’ve all heard of, is this black box problem, right? The black box refers to the fact that garbage in, garbage out, or that when we’re dealing with really complicated models or massive, massive data sets, it could be difficult to pinpoint, for example, if I’m using something like ChatGPT-4, which has one trillion parameters, an engineer or a researcher or an end user might not necessarily be able to detect why did GPT-4 say this exact word in this exact context. So I’m going to go over 13 things to think about as it pertains to ethics in AI and artificial intelligence. I’m sure you all know a lot of these concepts and topics already, but I also hope to provide some thought-provoking ideas and talk points for you. Hopefully, it’s interesting hopefully, it’s not too remedial. So hopefully, that’s pertinent to you all. So I’m looking at AI and especially the recent and emergent trends with the generative AI models from that kind of lens. Why am I here? My research background is in kind of the alignment problem in terms of big data and education I taught for several years at a previous institution, the University of Wisconsin Green Bay, a cyber ethics course. I have kind of a conceptual understanding of them. I am… let me just get this out of the way I am not an AI expert I wouldn’t say I don’t do research using neural nets or things like that. I am the executive director of Learning Technology Solutions here at OIT. Hey everybody, good morning how’s it going? LEIF: All right, well, thanks for getting my slides up appreciate it.
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