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SUMMARY:CSE Colloquium: Mitigating Data Scarcity via Simulation by Roozbeh Mottaghi
DESCRIPTION:Presenter: Roozbeh Mottaghi\, University of Washington \nAbstract: Data has revolutionized progress across AI fields like natural language processing and computer vision. Yet\, in robotics\, data collection remains a significant challenge: robots must interact with complex\, dynamic environments\, making the process slow\, costly\, and difficult to scale. In this talk\, I will discuss how simulation is transforming the landscape of robotics research by addressing these data bottlenecks. I will introduce Habitat 3.0\, a 3D simulator designed for training and evaluating robotic agents in dynamic environments that include human interactions. Focusing on collaborative human-robot tasks\, I will present PARTNR\, a simulation benchmark designed to rigorously evaluate planning and reasoning in interactive settings. I will share key insights from this benchmark\, revealing both the impressive capabilities of current LLMs and the significant challenges they encounter when faced with the complexities of real-world environments. \nBio: Roozbeh Mottaghi is a Senior Research Scientist Manager at FAIR and an Affiliate Associate Professor in Paul G. Allen School of Computer Science and Engineering at the University of Washington. Prior to joining FAIR\, he was the Research Manager of the Perceptual Reasoning and Interaction Research (PRIOR) group at the Allen Institute for AI (AI2). He obtained his PhD in Computer Science in 2013 from the University of California\, Los Angeles. After PhD\, he joined the Computer Science Department at Stanford University as a post-doctoral researcher. His research mainly focuses on embodied AI\, reasoning via perception\, and learning via interaction\, and his work on large-scale Embodied AI received the Outstanding Paper Award at NeurIPS 2022. \n\n\n\n\n\n\nFaculty Host: Professor Mohsen Lesani \n\nLocation: Engineering 2\, E2-180\n\n*Refreshments such as coffee and pastries will be provided.\n\nZoom: https://ucsc.zoom.us/j/93445911992?pwd=YkJ2TQtF79h0PcNXbEcpZLbpK0coiY.1&jst=3
URL:https://events.ucsc.edu/event/cse-colloquium-mitigating-data-scarcity-via-simulation-by-roozbeh-mottaghi/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
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DTSTART;TZID=America/Los_Angeles:20251112T191500
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SUMMARY:Plenary Session for Crown Students: Chatbots on the Couch: AI\, Mental Health\, and the Ethics of Digital Empathy
DESCRIPTION:Location: Merrill/Crown Auditorium\nEvent Type: Panel Discussion / Plenary Session\nSponsor: Crown College\nOpen to: UCSC Students\, Faculty\, and Staff \n\nEvent Description: \nAs artificial intelligence increasingly shapes mental healthcare—from chatbots offering therapeutic support to algorithms detecting early signs of distress—we face urgent ethical questions about trust\, privacy\, bias\, and the future of human connection in care. \nJoin us for a compelling panel discussion featuring three distinguished experts who will explore the promises and perils of AI in mental health: \nPanelists: \nDr. Lisa A. Berkley – Director of Crown Resiliency Program and Founder Executive Director of the Center for Applied Values & Ethics in Advancing Technology (CAVEAT) at UCSC; Founder and President of the Institute for Inner Economy \nAlka Roy – Technology and product leader with deep expertise in Machine Learning/AI\, privacy\, and trust frameworks. Ms. Roy founded the Responsible Innovation Project\, serves on multiple open-source Responsible and Trusted AI committees\, and holds multiple patents for policy and security frameworks. She has received national recognition as a Rising Star and National Women of Color in Technology honoree. With degrees in both Electrical Engineering/Computer Science and an MFA in Creative Writing\, Ms. Roy brings a unique interdisciplinary perspective to questions of technology ethics and innovation. \nLinda MacDonald Glenn\, JD\, LLM\, Faculty at Crown College and co-founder of the Center for Applied Values and Ethics in Advancing Technologies (CAVEAT.UCSC.EDU) \nWhat We’ll Explore: \n\nWhen does AI complement human care\, and when does it replace it dangerously?\nHow do we address algorithmic bias in mental health interventions?\nWhat ethical guardrails are needed when bots mimic empathy?\nWho is accountable when AI-driven mental health tools cause harm?\n\nThis panel brings together perspectives from bioethics\, clinical practice\, student well-being\, and technology leadership to examine the real-world ethical challenges of AI deployment in mental healthcare—a topic of profound relevance given recent concerns about chatbot safety\, algorithmic bias\, and the commercialization of mental health technologies. \nThis event connects directly to critical questions about responsibility\, justice\, and the sociopolitical implications of emerging technologies. Come prepared to think critically about innovation that claims to heal—and to question whose interests are truly being served. \nAdmission: Free and open to the UCSC community \n 
URL:https://events.ucsc.edu/event/plenary-session-for-crown-students-chatbots-on-the-couch-ai-mental-health-and-the-ethics-of-digital-empathy/
LOCATION:Merrill Cultural Center\, 200 McLaughlin Dr\, Santa Cruz\, CA\, 95064
CATEGORIES:Social Gathering
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