{"id":332,"date":"2023-02-10T12:34:47","date_gmt":"2023-02-10T17:34:47","guid":{"rendered":"https:\/\/blog.richmond.edu\/facultyhub\/?p=332"},"modified":"2023-02-10T12:42:24","modified_gmt":"2023-02-10T17:42:24","slug":"thinking-about-the-ai","status":"publish","type":"post","link":"https:\/\/blog.richmond.edu\/facultyhub\/2023\/02\/10\/thinking-about-the-ai\/","title":{"rendered":"Thinking about the AI"},"content":{"rendered":"<p><b>AI Impacts on Teaching and Scholarship <\/b><\/p>\n<p>Blog posts about artificial intelligence are everywhere you look. To help you make sense of all the noise, we are writing another one :). This one will focus on you, University of Richmond faculty, who are curious how artificial intelligence will impact your teaching and scholarship. We\u2019ll be focused exclusively on language artificial intelligence, if you are interested in other kinds of AI feel free to reach out to our technology consultant <a href=\"abell4@richmond.edu\">Andrew Bell<\/a> to chat!<\/p>\n<p>Large language models (LLMs) are AI systems that are trained to generate human-like language. They are trained using massive datasets of text (imagine being able to read 9 million word books once a day for an entire lifetime \/ 80 years, that\u2019s how much text these models are trained on). They learn to recognize and generate words and phrases in the same way that humans do. This allows them to understand generate new content based on specific inputs or prompts.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p>These LLMs are applied in a number of different applications and services. The one that you might have heard about is chatGPT but there are countless others like Jenni.ai (specifically for helping the writing process) or <a href=\"http:\/\/explainpaper.com\">explainpaper.com<\/a> (a service for helping read dense academic papers). For this blog post we\u2019ll focus primarily on chatGPT. chatGPT, created by openAI, is a conversational chatbot that is sensationally good a generating human-like text. This has raised concerns within the education domain about academic integrity and whether writing is something our students will offload to artificial intelligence.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><b>Faculty Hub Recommendation #1: Develop a policy for AI use in your course and communicate it to your students<\/b><\/p>\n<p>Article IV of the University of Richmond\u2019s Honor code requires student\u2019s pledge that they \u201chave neither received nor given unauthorized assistance during the completion of [their] work\u201d. Artificially intelligence generated text certainly could be considered unauthorized assistance but our recommendation is to determine a specific policy for AI generated text and then communicate that policy with your students. Whether it is a specific syllabi policy or a conversation in class, we recommend articulating a specific vision<span class=\"Apple-converted-space\">\u00a0 <\/span>for what your expectations are.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<ul>\n<li>Sample AI Policy Statements from Faculty Hub (<a href=\"https:\/\/richmond.box.com\/s\/6q3708wy2j82o753vwvbttnkofa0lz35\">link<\/a>)<\/li>\n<li>Ethan Mollick of Wharton Business School policy (<a href=\"https:\/\/oneusefulthing.substack.com\/p\/all-my-classes-suddenly-became-ai\">link<\/a>)<\/li>\n<\/ul>\n<p><img decoding=\"async\" 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\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alt=\"2db648bc-1594-4b92-9270-2f3952da57cd_1001x644.png\" \/><\/p>\n<p><b>Faculty Hub Recommendation #<\/b><b>2<\/b><b>: Gain a better understanding of what LLMs can and can\u2019t do for your discipline<\/b><\/p>\n<p>Because these models are only as good as the text they are trained on, the impacts are dependent on what discipline you teach \/ research in. For instance, most court proceedings and scholarship is freely available and therefore likely part of the corpus that models like GPT-3 (backbone on chatGPT) are trained on. That\u2019s in contrast to some humanities disciplines like modern literature whose primary literature and scholarship are copywrited and\/or behind paywalls. This will primarily impact how \u2018knowledge\u2019 the models are (whether or not the resulting text is actually rooted an any sort of truth or just BS). We encourage you to investigate the abilities of chatGPT or if you aren\u2019t interested in creating an account, schedule a consultation with the Faculty Hub and we can facilitate that investigate with you.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p><b>Faculty Hub Recommendation #<\/b><b>3<\/b><b>: Identify processes \/ tasks that might benefit from AI assistance<span class=\"Apple-converted-space\">\u00a0<\/span><\/b><\/p>\n<p>It is important to note that we are just at the beginning to understand the utility of these LLMs. There is still a lot of uncertainty about the impact they have. We have identified a few ways chatGPT can improve various processes that are a part of faculty workflows. Below are a few ideas but we encourage you to reach out to use to learn more about how it might impact your specific workflows:<\/p>\n<ul>\n<li>Brainstorming and workshopping essay prompts: tell chatGPT what topics you are covering and then ask it to propose essay prompts<span class=\"Apple-converted-space\">\u00a0<\/span><\/li>\n<li>Summarizing articles, arguments and evidence: While chatGPT makes mistakes when producing new content, it excels at summarizing text.<span class=\"Apple-converted-space\">\u00a0<\/span><\/li>\n<li>Develop ideas for future directions of projects<\/li>\n<li>Read primary literature more quickly &#8211; use <a href=\"http:\/\/explainpaper.com\">explainpaper.com<\/a> to read papers outside your field faster<\/li>\n<li>Avoid blank paper inertia<\/li>\n<li>Use chatGPT as a personal coding assistant for new coding projects<\/li>\n<\/ul>\n<p>Those are our three specific recommendations for thinking about AI impacts on teaching and scholarship. Likely there will be more as the tools and service quickly evolve over the next few months. Please reach out to use at <a href=\"mailto:facultyhub@richmond.edu\">facultyhub@richmond.edu<\/a> if you have any questions!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Impacts on Teaching and Scholarship Blog posts about artificial intelligence are everywhere you look. To help you make sense of all the noise, we are writing another one :). This one will focus on you, University of Richmond faculty, who are curious how artificial intelligence will impact your teaching and scholarship. We\u2019ll be focused <a class=\"read-more-link\" href=\"https:\/\/blog.richmond.edu\/facultyhub\/2023\/02\/10\/thinking-about-the-ai\/\">Continue reading.<\/a><\/p>\n","protected":false},"author":2184,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-332","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/posts\/332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/users\/2184"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/comments?post=332"}],"version-history":[{"count":1,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/posts\/332\/revisions"}],"predecessor-version":[{"id":333,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/posts\/332\/revisions\/333"}],"wp:attachment":[{"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/media?parent=332"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/categories?post=332"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.richmond.edu\/facultyhub\/wp-json\/wp\/v2\/tags?post=332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}