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The Managing Data module shares successful approaches to the many critical data management opportunities &amp; challenges and illustrates how to integrate them using real-life examples.<br>\r\n<br>\r\n*************<br>\r\n<br>\r\n<strong><u>About the CAS Managament in Life Sciences:</u><br>\r\nLeading multi-disciplinary projects in BioTech, MedTech and Pharma</strong><br>\r\n<br>\r\nThe world of therapeutic development is becoming increasingly complex. Competition is diversifying and innovating across industries, just as new regulations and multi-stakeholder engagements disrupt the competitive landscape. Challenge or opportunity? It is up to you!<br>\r\n<br>\r\nThis program explores the entire development process of therapeutic interventions, from initial planning all the way to commercialization, allowing our participants to deepen their expertise. 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In this module we address in a fully interactive and practical way how GMPs influence the development of products and the set up of Biomanufacturing and Medtech plants. During 3 intense days, we will go over Quality Systems, Process Development, facility set up and future trends in the industry that will also help to define what can be the facility of the future.<br>\r\n<br>\r\n*************<br>\r\n<br>\r\n<strong><u>About the CAS Managament in Life Sciences:</u><br>\r\nLeading multi-disciplinary projects in BioTech, MedTech and Pharma</strong><br>\r\n<br>\r\nThe world of therapeutic development is becoming increasingly complex. Competition is diversifying and innovating across industries, just as new regulations and multi-stakeholder engagements disrupt the competitive landscape. Challenge or opportunity? It is up to you!<br>\r\n<br>\r\nThis program explores the entire development process of therapeutic interventions, from initial planning all the way to commercialization, allowing our participants to deepen their expertise. They also learn the leadership qualities and management tools required to lead multi-disciplinary projects in Biotech, Medtech and Pharma ventures.<br>\r\n<br>\r\nThis Certificate of Advanced Studies (CAS) runs every year, from January to June at the EPFL Campus in Lausanne.\r\n<ul>\r\n\t<li>7 modules</li>\r\n\t<li>Flexible format</li>\r\n\t<li>Part-time</li>\r\n</ul>","image_description":"","creation_date":"2026-06-26T12:39:15","last_modification_date":"2026-06-26T12:45:50","link_label":"Webpage","link_url":"http://go.epfl.ch/mls","canceled":"False","cancel_reason":"","place_and_room":"ODY -1 0021","url_place_and_room":"https://plan.epfl.ch/?room==ODY%20-1%200021","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"","organizer":"<a href=\"http://executive.epfl.ch\">EPFL Executive Education</a>","contact":"info.mls@epfl.ch","is_internal":"False","theme":"","vulgarization":{"id":1,"fr_label":"Tout public","en_label":"General public"},"registration":{"id":1,"fr_label":"Sur inscription","en_label":"Registration required"},"keywords":"Life Sciences","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/121192/","category":{"id":4,"code":"DIVERS","fr_label":"Autres types d’événement","en_label":"Miscellaneous","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/3/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/9/?format=json","https://memento.epfl.ch/api/v1/mementos/437/?format=json"]},{"id":72719,"title":"CDM Seminar: Scoring Rules for a Theory of AI","slug":"cdm-seminar-scoring-rules-for-a-theory-of-ai","event_url":"https://memento.epfl.ch/event/cdm-seminar-scoring-rules-for-a-theory-of-ai","visual_url":"https://memento.epfl.ch/image/33936/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33936/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33936/max-size.jpg","lang":"en","start_date":"2026-10-08","end_date":"2026-10-08","start_time":"14:00:00","end_time":"15:15:00","description":"<strong>Abstract</strong>:<br>\r\nScoring rules are foundational in decision theory and, therefore, are foundational for a developing theory of artificial intelligence. Just as simple models from decision theory provide context for understanding the decisions of complex humans, so too can they for complex AI systems. Bayesian decision theory considers an agent receiving a signal that is correlated with the state, choosing an action, and obtaining a payoff that depends on both the state and action. With Bayesian updating and the revelation principle, the signal becomes a posterior belief and the decision problem becomes a scoring rule. Given a scoring rule, baseline performance is the optimal score under the prior; benchmark performance is the optimal score under the posterior; and the optimal scoring rule — framed as a mechanism design problem — maximizes the difference between them. The talk reviews this theory and applies it to (a) evaluate prediction as a service, (b) behavioral experiments on human-AI decision making, (c) develop proper scoring rules for text (e.g. for training language models to hallucinate less).<br>\r\n<br>\r\n<br>\r\n<strong>Short bio:</strong><br>\r\nProf. Hartline’s research introduces design and analysis methodologies from computer science to understand and improve outcomes of economic, legal, and AI systems. Optimal behavior and outcomes in complex environments are complex and, therefore, should not be expected; instead, the theory of approximation can show that simple and natural behaviors are approximately optimal in complex environments. This approach is applied to auction theory and mechanism design in his graduate textbook Mechanism Design and Approximation which is under preparation.<br>\r\n<br>\r\nProf. Hartline received his Ph.D. in 2003 from the University of Washington under the supervision of Anna Karlin. He was a postdoctoral fellow at Carnegie Mellon University under the supervision of Avrim Blum; and subsequently a researcher at Microsoft Research in Silicon Valley. He joined Northwestern University in 2008 where he is a professor of computer science. He was on sabbatical at Harvard University in the Economics Department during the 2014 calendar year and visiting Microsoft Research, New England for the Spring of 2015. He was on sabbatical at Stanford University for the 2023-2024 academic year. He is visiting ENS Paris-Saclay during the 2026-2027 academic year.<br>\r\n<br>\r\nProf. Hartline is the director of Northwestern’s Online Markets Lab, he was a founding codirector of the Institute for Data, Econometrics, Algorithms, and Learning from 2019-2022, and is a cofounder of virtual conference organizing platform Virtual Chair.<br>\r\n ","image_description":"","creation_date":"2026-09-29T15:47:25","last_modification_date":"2026-10-05T14:43:49","link_label":"","link_url":"","canceled":"False","cancel_reason":"","place_and_room":"ODY 4 03","url_place_and_room":"https://plan.epfl.ch/?room==ODY%204%2003","url_online_room":"https://epfl.zoom.us/j/62755895565","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"<strong>Prof. Jason Hartline</strong> Northwestern University, Evanston, Illinois","organizer":"<strong>Prof Andres Cristi</strong>  ","contact":"cdm-seminars@epfl.ch   ","is_internal":"False","theme":"","vulgarization":{"id":2,"fr_label":"Public averti","en_label":"Informed public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/121999/","category":{"id":1,"code":"CONF","fr_label":"Conférences - Séminaires","en_label":"Conferences - Seminars","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/3/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/38/?format=json"]},{"id":72610,"title":"Meet the TTO - October 2026","slug":"meet-the-tto-october-2026","event_url":"https://memento.epfl.ch/event/meet-the-tto-october-2026","visual_url":"https://memento.epfl.ch/image/33855/200x112.jpg","visual_large_url":"https://memento.epfl.ch/image/33855/720x405.jpg","visual_maxsize_url":"https://memento.epfl.ch/image/33855/max-size.jpg","lang":"en","start_date":"2026-10-15","end_date":"2026-10-15","start_time":"11:30:00","end_time":"12:15:00","description":"<strong>A monthly gathering with the Technology Transfer Office team in a relaxed and informal setting.</strong><br>\r\n<br>\r\nConnect with the team to explore intellectual property, strategies for creating commercial value from your academic work, and technology transfer practices.<br>\r\n<br>\r\nDiscussions may cover\r\n<ul>\r\n\t<li>the inventive aspects of your research,</li>\r\n\t<li>patenting and commercial potential,</li>\r\n\t<li>software and AI/ML use,</li>\r\n\t<li>training data,</li>\r\n\t<li>and licensing terms for startups and companies.</li>\r\n</ul>\r\n<strong>Access:</strong> Open to the EPFL community (startup excluded)<br>\r\n<br>\r\n<strong>Upcoming dates</strong>: 12 November, and 10 December 2026","image_description":"","creation_date":"2026-09-17T14:35:33","last_modification_date":"2026-09-17T15:07:31","link_label":"webpage","link_url":"https://www.epfl.ch/research/technology-transfer/explore-ask-learn-with-your-tto/","canceled":"False","cancel_reason":"","place_and_room":"KNOVA, Building J, 2nd floor, EPFL Innovation Park","url_place_and_room":"https://plan.epfl.ch/?room==QIJ%202%20138","url_online_room":"","spoken_languages":["https://memento.epfl.ch/api/v1/spoken_languages/2/?format=json"],"speaker":"","organizer":"<a href=\"https://www.epfl.ch/research/technology-transfer/\">EPFL TTO</a>","contact":"<a href=\"mailto:bea.arnold@epfl.ch\">Bea Arnold</a> &amp; <a href=\"mailto:lucia.pavan@epfl.ch\">Lucia Pavan</a>","is_internal":"True","theme":"","vulgarization":{"id":2,"fr_label":"Public averti","en_label":"Informed public"},"registration":{"id":3,"fr_label":"Entrée libre","en_label":"Free"},"keywords":"intellectual property; IP; commercial value; technology transfer","file":null,"icalendar_url":"https://memento.epfl.ch/event/export/121846/","category":{"id":15,"code":"FORM","fr_label":"Formations internes","en_label":"Internal trainings","activated":true},"academic_calendar_category":null,"domains":[],"mementos":["https://memento.epfl.ch/api/v1/mementos/1/?format=json","https://memento.epfl.ch/api/v1/mementos/3/?format=json","https://memento.epfl.ch/api/v1/mementos/4/?format=json","https://memento.epfl.ch/api/v1/mementos/5/?format=json","https://memento.epfl.ch/api/v1/mementos/6/?format=json","https://memento.epfl.ch/api/v1/mementos/8/?format=json","https://memento.epfl.ch/api/v1/mementos/9/?format=json","https://memento.epfl.ch/api/v1/mementos/119/?format=json"]}]}