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DTSTART:20070311T020000
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DTSTAMP:20261109T233915
DTSTART;TZID=America/Detroit:20261117T113000
DTEND;TZID=America/Detroit:20261117T125000
SUMMARY:Workshop / Seminar:From Code to Composition: Personalized Recommendations and Product Innovation (joint with Maria Trejos\, Diana Van Patten\, and Kai Hao)
DESCRIPTION:This paper studies how personalized recommendation algorithms (PRAs)\, a central application of artificial intelligence\, shape product innovation. We develop an equilibrium model in which consumers have heterogeneous tastes\, producers choose product characteristics subject to costs\, and a platform recommends products while learning preferences from noisy signals. Personalization changes producers' incentives by allowing them to target different consumer segments. This response can increase market-wide differentiation and make new products more distinct from the existing stock\, even when personalization narrows individual exposure. We examine these implications in the music industry\, where PRAs have been widely adopted since the mid-2010s. Using tools from music information retrieval applied to raw audio files\, we find that songs have become more original\, both within a given year and relative to past releases\, following the widespread adoption of PRAs. We extend the model to CES preferences and combine our originality estimates with listening-time shares to quantify the welfare implications. The implied consumer-surplus gains associated with additional originality range from 2.2% to 2.4% in 2023 relative to a counterfactual with originality fixed at its 2013 level.
UID:149571-21906715@events.umich.edu
URL:https://events.umich.edu/event/149571
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Economics,Macroeconomics,seminar
LOCATION:North Quad - 4325
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20261113T202109
DTSTART;TZID=America/Detroit:20261117T113000
DTEND;TZID=America/Detroit:20261117T123000
SUMMARY:Workshop / Seminar:Laser Training
DESCRIPTION:You must complete FABLab Safety Training and have watched the Laser cutter training video before attending this session!
UID:152896-21918126@events.umich.edu
URL:https://events.umich.edu/event/152896
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Sessions
LOCATION:Taubman College Laser Cutter Room
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20260911T131259
DTSTART;TZID=America/Detroit:20261117T120000
DTEND;TZID=America/Detroit:20261117T160000
SUMMARY:Exhibition:“Who Counts? A History of Voting in America”
DESCRIPTION:Changes over the course of the nineteenth century in how Americans voted\, from voice vote to public ballot box to private voting booth\, also saw changes in the material culture that surrounded voting. Ballots and ballot boxes\, campaign pins and ribbons\, blank lists and pre-printed party tickets\, lanterns and banners–the creative forces of the American print industry filled the country’s cities and small towns with the ephemera of electioneering.\n\nAs you look at the items in this exhibit\, think about what they tell us about how Americans in the past felt about voting\, and about how voting felt. How did Election Days feel when they were full of parades and music and public drinking? What was it like to vote when everyone around you knew who you voted for? And\, most of all\, who counted as a voter\, and who did the counting?\n\nOn view September 11-December 22\, weekdays from 12-4 pm.
UID:152024-21912696@events.umich.edu
URL:https://events.umich.edu/event/152024
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Americana,Event,William L Clements,Tour,Library,libraries,In Person,Exhibition,Exhibit,american culture,american history,history
LOCATION:William Clements Library
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20261113T202125
DTSTART;TZID=America/Detroit:20261117T120000
DTEND;TZID=America/Detroit:20261117T140000
SUMMARY:Workshop / Seminar:2026-2027 CommuniTEA
DESCRIPTION:Weekly gathering for students\, staff\, and faculty to build community with the Trotter/MESA team and discuss the week’s events. Organizations and units are encouraged to collaborate and offer light refreshments or share tea practices that center their cultural practices. Come join us for good conversation\, food and fun!
UID:151558-21911747@events.umich.edu
URL:https://events.umich.edu/event/151558
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:Sessions
LOCATION:Trotter Multicultural Center - Sankofa Lounge
CONTACT:
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BEGIN:VEVENT
DTSTAMP:20261006T100750
DTSTART;TZID=America/Detroit:20261117T120000
DTEND;TZID=America/Detroit:20261117T130000
SUMMARY:Well-being:Anxiety & Procrastination
DESCRIPTION:Is procrastination starting to set in? Feeling a little anxious? Join the Anxiety & Procrastination wellness group to hear from students who can relate and learn some skills to cope. Also you get free lunch! This FREE in-person educational wellness group is for students only and will include an interactive presentation facilitated by staff from the Eisenberg Family Depression Center and is a collaborative service with U-M Engineering's C.A.R.E. Center and the Newnan Academic Advising Center.\n\nRegistration is not required for in-person wellness groups\, but is recommended so there is enough lunch for all attendees. You can register using the link. Learn more at campusmindworks.org
UID:149355-21906268@events.umich.edu
URL:https://events.umich.edu/event/149355
CLASS:PUBLIC
STATUS:CONFIRMED
CATEGORIES:In Person,Health & Wellness,Free Food,Food,Central Campus,Campus Mind Works,Mental Health,Undergraduate Students,Well-being,Wellness,Workshop
LOCATION:Angell Hall - Angell Hall, G026
CONTACT:
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