<html xmlns:v="urn:schemas-microsoft-com:vml" xmlns:o="urn:schemas-microsoft-com:office:office" xmlns:w="urn:schemas-microsoft-com:office:word" xmlns:m="http://schemas.microsoft.com/office/2004/12/omml" xmlns="http://www.w3.org/TR/REC-html40"><head><meta http-equiv=Content-Type content="text/html; charset=utf-8"><meta name=Generator content="Microsoft Word 15 (filtered medium)"><style><!--
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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple style='word-wrap:break-word'><div class=WordSection1><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><div><div style='border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0in 0in 0in'><p class=MsoNormal><b>From:</b> extropy-chat <extropy-chat-bounces@lists.extropy.org> <b>On Behalf Of </b>Gadersd via extropy-chat<br><b>Subject:</b> Re: [ExI] chatbots and marketing: was RE: India and the periodic table<o:p></o:p></p></div></div><p class=MsoNormal><o:p> </o:p></p><blockquote style='margin-top:5.0pt;margin-bottom:5.0pt'><div><div><p class=MsoNormal><span style='font-size:18.0pt;font-family:"Comic Sans MS"'>>>…Why couldn't the big AIs just upload the specialty ones? Or create them itself?<o:p></o:p></span></p></div></div></blockquote><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>>…AI cannot currently create AI in a different way than we can. All the models are created in the same way: training on data. The specialized models are created by fine tuning on data from a particular domain such as chemical engineering… Gadersd<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>I think we will end up with a ChatGPT which knows about a bunch of good specialty chatbots. <o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Many of us have known or been friends with a super-focused person. One of my colleagues from a long time ago was Wayne, the go-to guy if you wanted to know anything, any detail, about consumer astronomy products, Astro-photometry for instance, any astronomy-suitable digital camera in consumer range. Wayne had super focus on that, which was as far as anyone could tell, his only hobby, but oh he was damn good at it. That man made terrific astronomy photographs, and moved into the digital realm as soon as it became practical in about the late 80s and early 90s. He spent more money on astrophotometry and astrophotography stuff than he did on his (pathetic) car.<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>So… instead of having ChatGPT learn all that, it would need to only know the software which learned all that. Just as I found astrophotometry interesting, but not interesting enough to study it every day, I just call Wayne the telescope guy and ask him. Total cost, lunch for the both of us, done.<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>We could make a fishbowl GPT with the approximately 200 billion tokens in that room, then ChatGPT would only need to know about that and reference it when necessary. Then we make a modest profit from our digital prophet.<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>spike<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal> <o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div></div></body></html>