{"id":25745,"date":"2025-04-14T14:44:51","date_gmt":"2025-04-14T06:44:51","guid":{"rendered":"https:\/\/medicine.nus.edu.sg\/cbme\/?page_id=25745"},"modified":"2025-04-24T15:46:58","modified_gmt":"2025-04-24T07:46:58","slug":"adapting-to-ai-assisted-and-automated-academia","status":"publish","type":"page","link":"https:\/\/medicine.nus.edu.sg\/cbme\/adapting-to-ai-assisted-and-automated-academia\/","title":{"rendered":"Adapting to AI-Assisted (and Automated?) Academia"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"25745\" class=\"elementor elementor-25745\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-150c764 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"150c764\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8b98974\" data-id=\"8b98974\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e9bb80e elementor-widget elementor-widget-text-editor\" data-id=\"e9bb80e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div style=\"font-weight: 400;\">\n<h5><span style=\"font-size: 14pt; color: #003d7c;\"><strong>Date:<\/strong> Tuesday, 6 May 2025<\/span><br \/><span style=\"font-size: 14pt; color: #003d7c;\"><strong>Time:<\/strong> 10.30am &#8211; 11.30am<\/span><br \/><span style=\"font-size: 14pt; color: #003d7c;\"><strong>Venue:<\/strong> COM3 Meeting Room 20, (#02-59) 11 Research Link, Singapore 119391<\/span><\/h5>\n<p><\/p>\n<p class=\"MsoNormal\"><\/p>\n<div style=\"font-weight: 400;\">\n<div style=\"font-weight: 400;\">\n<p style=\"margin-left: 18.0pt; mso-add-space: auto; text-indent: -18.0pt; mso-list: l0 level1 lfo1;\"><\/p>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63940b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63940b9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f2221ee\" data-id=\"f2221ee\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5492cc6 elementor-widget elementor-widget-button\" data-id=\"5492cc6\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/forms.office.com\/r\/7Rh2ejWbeq\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Registration<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2bb682f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bb682f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-71dea55\" data-id=\"71dea55\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3ae54e1 elementor-widget elementor-widget-heading\" data-id=\"3ae54e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1f5d8a elementor-widget elementor-widget-text-editor\" data-id=\"f1f5d8a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>William Gibson is reported to have said that \u201cthe future is already here \u2013 it&#8217;s just not very evenly distributed.\u201d With survey results showing widespread use of LLMs in both scholarly writings and peer review, the point appears apt to academic contexts.<br \/>Just two years ago, a talk on the ethics of LLM use in academia would have touched upon important yet well-known issues: biases, hallucinations, the impact on publish-or-perish dynamics, and similar concerns. We might have even debated whether these models should be used at all. Today, however, a different set of questions appears more relevant. With sakana.ai claiming to have published the first fully AI-generated paper that passed peer review, and evidence indicating that LLM performance on complex cognitive tasks doubles approximately every seven months, we must now seriously consider what happens as LLMs begin fully automating first specific parts of academic processes, and eventually academia as a whole. Traditional notions of merit, evaluation, production, peer review, and grant applications may soon lose their meaning or ecological validity. Those who master these changes stand to benefit immensely, while those who do not risk being left behind. We face the prospect of a digital divide so significant that it evokes Nick Agar&#8217;s concerns regarding enhancement potentially leading to two separate human species. How should we navigate this transition?<br \/>Drawing on our work with AUTOGEN, ensemble workflow methods, proposed guidelines for the ethical use of LLMs, the complexities of assigning credit and blame in AI-assisted work, and related efforts, this talk outlines the current technological capacities and the state of the ongoing ethical debate. However, its primary focus is on exploring deeper questions about the future of scientific progress and academic labor.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-32d6ee9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"32d6ee9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fce4a3f\" data-id=\"fce4a3f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3165bec elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"3165bec\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"320\" height=\"480\" src=\"https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/sebastian.jpg\" class=\"attachment-1536x1536 size-1536x1536 wp-image-25747\" alt=\"\" srcset=\"https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/sebastian.jpg 320w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/sebastian-200x300.jpg 200w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55839b8 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"55839b8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dr Sebastian Porsdam Mann\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-746aba9 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"746aba9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Postdoctoral researcher at CeBIL,<br \/>University of Copenhagen <br>Visitng Research Fellow, <br \/>\nNational University of Singapore<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8d6f555\" data-id=\"8d6f555\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-648dc33 elementor-widget elementor-widget-spacer\" data-id=\"648dc33\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4897dd9 elementor-widget elementor-widget-heading\" data-id=\"4897dd9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Biography<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c90a16 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7c90a16\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sebastian Porsdam Mann is a postdoctoral researcher at CeBIL, University of Copenhagen. With an academic background in philosophy, neuroscience, and applied ethics (BA, PhD, University of Cambridge) and recently defended doctoral research in international human rights law (DPhil pending, University of Oxford), he brings a rich interdisciplinary perspective to his work. His postdoctoral appointments include positions at Harvard Medical School, the University of Oxford, and the University of Copenhagen (supported by a personal grant from the Carlsberg Foundation).<\/p>\n<p>His research focuses on exploring the practical potential and regulatory conditions necessary for novel technologies\u2014such as blockchain and generative artificial intelligence\u2014to advance scientific progress and uphold normative goals, particularly in relation to the human right to science. Porsdam Mann is co-author\/editor of The Right to Science: Then and Now (Cambridge University Press, 2021) and Scientific Freedom: The Heart of the Right to Science (Rowman &amp; Littlefield, 2023). His scholarly contributions have been featured in prominent journals, including Nature Machine Intelligence, npj Digital Medicine, NEJM AI, PNAS, Philosophical Transactions of the Royal Society, Human Rights Quarterly, Molecular &amp; Cellular Proteomics, and the American Journal of Bioethics. His work has a field-weighted citation impact score of 5.22 (SciVal, 2021\u20132025).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2243a3b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2243a3b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f74707\" data-id=\"2f74707\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d623680 elementor-widget elementor-widget-spacer\" data-id=\"d623680\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50a9496 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50a9496\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-383069a\" data-id=\"383069a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-243e829 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"243e829\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1049\" height=\"1536\" src=\"https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-1049x1536.jpg\" class=\"attachment-1536x1536 size-1536x1536 wp-image-25748\" alt=\"\" srcset=\"https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-1049x1536.jpg 1049w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-205x300.jpg 205w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-699x1024.jpg 699w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-768x1125.jpg 768w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-1398x2048.jpg 1398w, https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/SC-Photo-A-high-resolution-scaled.jpg 1748w\" sizes=\"(max-width: 1049px) 100vw, 1049px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e753edf elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"e753edf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Professor Simon Chesterman<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17f8d5a elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"17f8d5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">David Marshall Professor and Vice Provost (Educational Innovation) <br \/> National University of Singapore\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-946c0ac\" data-id=\"946c0ac\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-513e2da elementor-widget elementor-widget-spacer\" data-id=\"513e2da\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-377ccde elementor-widget elementor-widget-heading\" data-id=\"377ccde\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Biography<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36a1eaa elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"36a1eaa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Simon Chesterman is David Marshall Professor and Vice Provost (Educational Innovation) at the National University of Singapore, where he is also the founding Dean of NUS College. He serves as Senior Director of AI Governance at AI Singapore and Editor of the Asian Journal of International Law. Previously, he was Dean of NUS Law from 2012 to 2022 and Co\u2010President of the Law Schools Global League from 2021 to 2023.<\/p>\n<p>Educated in Melbourne, Beijing, Amsterdam, and Oxford, Professor Chesterman\u2019s teaching experience includes periods at the Universities of Melbourne, Oxford, Southampton, Columbia, and Sciences Po. From 2006\u20102011, he was Global Professor and Director of the New York University School of Law Singapore Programme. Prior to joining NYU, he was a Senior Associate at the International Peace Academy and Director of UN Relations at the International Crisis Group in New York.<\/p>\n<p>Professor Chesterman is the author or editor of more than twenty books, including We, the Robots? Regulating Artificial Intelligence and the Limits of the Law (CUP, 2021) and One Nation Under Surveillance (OUP, 2011). He also writes on legal education and higher education more generally, and is the author of five novels including the Raising Arcadia trilogy and Artifice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d3ce98f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d3ce98f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2480152\" data-id=\"2480152\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5281496 elementor-widget elementor-widget-heading\" data-id=\"5281496\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Venue<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ef15fa elementor-widget elementor-widget-google_maps\" data-id=\"8ef15fa\" data-element_type=\"widget\" data-widget_type=\"google_maps.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-custom-embed\">\n\t\t\t<iframe loading=\"lazy\"\n\t\t\t\t\tsrc=\"https:\/\/maps.google.com\/maps?q=COM3%20Meeting%20Room%2020%2C%20%28%2302-59%29%2011%20Research%20Link%2C%20Singapore%20119391&#038;t=m&#038;z=18&#038;output=embed&#038;iwloc=near\"\n\t\t\t\t\ttitle=\"COM3 Meeting Room 20, (#02-59) 11 Research Link, Singapore 119391\"\n\t\t\t\t\taria-label=\"COM3 Meeting Room 20, (#02-59) 11 Research Link, Singapore 119391\"\n\t\t\t><\/iframe>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09a8b76 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09a8b76\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ae82702\" data-id=\"ae82702\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed39603 elementor-widget elementor-widget-text-editor\" data-id=\"ed39603\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>For any questions relating to this event, please contact Ms Sarah Kay (<a href=\"mailto:sarahkay@nus.edu.sg\">sarahkay@nus.edu.sg<\/a>)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Date: Tuesday, 6 May 2025Time: 10.30am &#8211; 11.30amVenue: COM3 Meeting Room 20, (#02-59) 11 Research Link, Singapore 119391 Registration Abstract&#8230;<\/p>\n","protected":false},"author":8998,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-25745","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Adapting to AI-Assisted (and Automated?) Academia - Centre for Biomedical Ethics \u2013 School of Medicine, National University of Singapore - CBmE<\/title>\n<meta name=\"description\" content=\"William Gibson is reported to have said that \u201cthe future is already here \u2013 it\u2019s just not very evenly distributed.\u201d With survey results showing widespread use of LLMs in both scholarly writings and peer review, the point appears apt to academic contexts.Just two years ago, a talk on the ethics of LLM use in academia would have touched upon important yet well-known issues: biases, hallucinations, the impact on publish-or-perish dynamics, and similar concerns. We might have even debated whether these models should be used at all. Today, however, a different set of questions appears more relevant. With sakana.ai claiming to have published the first fully AI-generated paper that passed peer review, and evidence indicating that LLM performance on complex cognitive tasks doubles approximately every seven months, we must now seriously consider what happens as LLMs begin fully automating first specific parts of academic processes, and eventually academia as a whole. Traditional notions of merit, evaluation, production, peer review, and grant applications may soon lose their meaning or ecological validity. Those who master these changes stand to benefit immensely, while those who do not risk being left behind. We face the prospect of a digital divide so significant that it evokes Nick Agar\u2019s concerns regarding enhancement potentially leading to two separate human species. How should we navigate this transition?Drawing on our work with AUTOGEN, ensemble workflow methods, proposed guidelines for the ethical use of LLMs, the complexities of assigning credit and blame in AI-assisted work, and related efforts, this talk outlines the current technological capacities and the state of the ongoing ethical debate. However, its primary focus is on exploring deeper questions about the future of scientific progress and academic labor.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/medicine.nus.edu.sg\/cbme\/adapting-to-ai-assisted-and-automated-academia\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Adapting to AI-Assisted (and Automated?) Academia - Centre for Biomedical Ethics \u2013 School of Medicine, National University of Singapore - CBmE\" \/>\n<meta property=\"og:description\" content=\"William Gibson is reported to have said that \u201cthe future is already here \u2013 it\u2019s just not very evenly distributed.\u201d With survey results showing widespread use of LLMs in both scholarly writings and peer review, the point appears apt to academic contexts.Just two years ago, a talk on the ethics of LLM use in academia would have touched upon important yet well-known issues: biases, hallucinations, the impact on publish-or-perish dynamics, and similar concerns. We might have even debated whether these models should be used at all. Today, however, a different set of questions appears more relevant. With sakana.ai claiming to have published the first fully AI-generated paper that passed peer review, and evidence indicating that LLM performance on complex cognitive tasks doubles approximately every seven months, we must now seriously consider what happens as LLMs begin fully automating first specific parts of academic processes, and eventually academia as a whole. Traditional notions of merit, evaluation, production, peer review, and grant applications may soon lose their meaning or ecological validity. Those who master these changes stand to benefit immensely, while those who do not risk being left behind. We face the prospect of a digital divide so significant that it evokes Nick Agar\u2019s concerns regarding enhancement potentially leading to two separate human species. How should we navigate this transition?Drawing on our work with AUTOGEN, ensemble workflow methods, proposed guidelines for the ethical use of LLMs, the complexities of assigning credit and blame in AI-assisted work, and related efforts, this talk outlines the current technological capacities and the state of the ongoing ethical debate. However, its primary focus is on exploring deeper questions about the future of scientific progress and academic labor.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/medicine.nus.edu.sg\/cbme\/adapting-to-ai-assisted-and-automated-academia\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Biomedical Ethics \u2013 School of Medicine, National University of Singapore - CBmE\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-24T07:46:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/medicine.nus.edu.sg\/cbme\/wp-content\/uploads\/sites\/14\/2025\/04\/sebastian.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/medicine.nus.edu.sg\/cbme\/adapting-to-ai-assisted-and-automated-academia\/\",\"url\":\"https:\/\/medicine.nus.edu.sg\/cbme\/adapting-to-ai-assisted-and-automated-academia\/\",\"name\":\"Adapting to AI-Assisted (and Automated?) 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We might have even debated whether these models should be used at all. Today, however, a different set of questions appears more relevant. With sakana.ai claiming to have published the first fully AI-generated paper that passed peer review, and evidence indicating that LLM performance on complex cognitive tasks doubles approximately every seven months, we must now seriously consider what happens as LLMs begin fully automating first specific parts of academic processes, and eventually academia as a whole. Traditional notions of merit, evaluation, production, peer review, and grant applications may soon lose their meaning or ecological validity. Those who master these changes stand to benefit immensely, while those who do not risk being left behind. We face the prospect of a digital divide so significant that it evokes Nick Agar\u2019s concerns regarding enhancement potentially leading to two separate human species. How should we navigate this transition?Drawing on our work with AUTOGEN, ensemble workflow methods, proposed guidelines for the ethical use of LLMs, the complexities of assigning credit and blame in AI-assisted work, and related efforts, this talk outlines the current technological capacities and the state of the ongoing ethical debate. 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