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DTSTART;TZID=America/Los_Angeles:20260520T080000
DTEND;TZID=America/Los_Angeles:20260520T100000
DTSTAMP:20260422T160446Z
CREATED:20260422T160446Z
LAST-MODIFIED:20260422T160446Z
UID:10013970-1779264000-1779271200@live-events-ucsc.pantheonsite.io
SUMMARY:Maram\, S. (CM) - Scripture To Console: The Nexus between Religion and Digital Play
DESCRIPTION:Religion has historically been a profound force for global mobilization\, shaping geopolitics\, economies\, and geography. Similarly\, contemporary interactive media\, with video games at the forefront\, has moved beyond mere entertainment to become a powerful vehicle for communication\, narrative\, and inspiration\, reaching millions worldwide. This dissertation investigates the intersection of these two influential forces: religion and video games\, demonstrating the influence of religion on video games\, the influence of video games on religion\, and finally\, how these two powerful mobilization forces can come together to solve global challenges. \nFirst\, I examine the current landscape of religious representation in commercial video games (e.g.\, Assassin’s Creed\, SMITE). I analyze how key stakeholders i.e. players\, game designers\, and development studios\, interpret and engage with embedded religious elements\, drawing on existing critical reception and player discourse. This analysis identifies common narrative pitfalls and successful strategies for incorporating complex religious themes in digital spaces\, culminating in proposed design frameworks for sensitive and effective representation. \nBuilding on this foundational work\, the thesis culminates in defining and validating a new interaction paradigm where learning meets religion through play. This paradigm focuses on intentionally leveraging religious content i.e. specifically its rituals and narratives as mechanics in serious games to drive motivation and learning toward collective action. I validate this paradigm through a comprehensive case study focused on climate change\, arguably the most pressing issue of the modern era. This involves the design and empirical discussion of a serious game that incorporates specific religious mechanics\, ethics\, and narratives (e.g.\, stewardship\, ritual) to effectively communicate the severity of the climate crisis and motivate stakeholders toward a collective solution. \n  \nEvent Host: Sai Siddartha Maram\, Ph.D. Candidate\, Computational Media \nAdvisor: Magy Seif El-Nasr \nZoom: https://ucsc.zoom.us/j/91946426300?pwd=wxe1x3YCRsXrtcvOSy2kmfC9dZ3inW.1 \nPasscode: 558570
URL:https://live-events-ucsc.pantheonsite.io/event/maram-s-cm-scripture-to-console-the-nexus-between-religion-and-digital-play/
LOCATION:
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-1.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T090000
DTEND;TZID=America/Los_Angeles:20260520T110000
DTSTAMP:20260507T160500Z
CREATED:20260507T160500Z
LAST-MODIFIED:20260507T160500Z
UID:10014616-1779267600-1779274800@live-events-ucsc.pantheonsite.io
SUMMARY:Lucas\, J. (BMEB) - Enabling Population-Scale Analysis of Human Centromere Diversity
DESCRIPTION:Centromeric DNA is critical for accurate chromosome segregation and genome stability\, but due to its repetitive nature\, it was only recently fully included in a human reference. Rapid evolution and sequence diversity in these regions limit the utility of one reference sequence\, however. Integrating centromeric and pericentromeric satellite DNA – which together constitute over 5% of the human genome – into genetic research requires access to diverse sequences and the variation between them. The HPRC’s Release 2 dataset\, together with recent advancements in long-read assembly algorithms and new tools for sequence alignment and annotation\, now make characterization of centromeric variation possible. In this proposal\, I outline my work as part of the Human Pangenome Reference Consortium (HPRC) to create a diverse set of reference assemblies that accurately represent centromeric variation (aim 1)\, use novel tooling to characterize variation in centromeric regions (aim 2)\, and define the mutational processes that drive centromere evolution (aim 3). Completion of these aims will create a resource to enable the analysis and interpretation of centromeric variation data\, bringing these historically inaccessible regions into mainstream studies of human genetics\, evolution\, and disease. \nEvent Host: Julian Lucas\, Ph.D. Student\, Biomolecular Engineering & Bioinformatics \nAdvisor: Karen Miga \nZoom: https://ucsc.zoom.us/j/94129246296?pwd=QAs2hW8QZRNgpfaGJXvmaVfo52tIh7.1 \nPasscode: 669318
URL:https://live-events-ucsc.pantheonsite.io/event/lucas-j-bmeb-enabling-population-scale-analysis-of-human-centromere-diversity/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option2.jpg
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T110000
DTEND;TZID=America/Los_Angeles:20260520T121500
DTSTAMP:20260518T155149Z
CREATED:20260518T155149Z
LAST-MODIFIED:20260518T155149Z
UID:10014650-1779274800-1779279300@live-events-ucsc.pantheonsite.io
SUMMARY:CSE Colloquium - Safety Alignment of LMs via Non-cooperative Games
DESCRIPTION:Presenter: Arman Zharmagambetov\, Meta \nAbstract:\nEnsuring the safety of language models (LMs) while maintaining their usefulness remains a critical challenge in AI alignment. Current approaches rely on sequential adversarial training: generating adversarial (harmful) prompts and fine-tuning LMs to defend against them. We introduce a different paradigm: framing safety alignment as a non-zero-sum game between an Attacker LM and a Defender LM trained jointly via online reinforcement learning. Each LM continuously adapts to the other’s evolving strategies\, driving iterative improvement. Our method uses a preference-based reward signal derived from pairwise comparisons instead of point-wise scores\, providing more robust supervision and potentially reducing reward hacking. Our RL recipe\, AdvGame\, shifts the Pareto frontier of safety and utility\, yielding a Defender LM that is simultaneously more helpful and more resilient to adversarial attacks. In addition\, the resulting Attacker LM converges into a strong\, general-purpose red-teaming agent that can be directly deployed to probe arbitrary target models. \nBio:\nArman Zharmagambetov is a research scientist in the Fundamental AI Research (FAIR) team at Meta. His research primarily focuses on machine learning and optimization\, recently exploring their application in enhancing the security and robustness of AI systems. He received his PhD from the University of California – Merced. Afterward\, he completed his postdoctoral research at FAIR\, focusing on Reinforcement Learning\, AI-guided design and Optimization. \nHosted by: Professor Alvaro Cardenas and Professor Sungjin Im \nDate and Time: Wednesday\, May 20\, 2026 from 11:00 am – 12:15 pm \nLocation: Engineering 2\, Room E2-180 (Refreshments such as fruit\, pastries\, coffee\, and tea will be provided.) \nZoom Option: https://ucsc.zoom.us/j/93445911992?pwd=YkJ2TQtF79h0PcNXbEcpZLbpK0coiY.1&jst=3
URL:https://live-events-ucsc.pantheonsite.io/event/cse-colloquium-safety-alignment-of-lms-via-non-cooperative-games/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations,Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T132000
DTEND;TZID=America/Los_Angeles:20260520T142500
DTSTAMP:20260513T212109Z
CREATED:20260513T211954Z
LAST-MODIFIED:20260513T212109Z
UID:10014632-1779283200-1779287100@live-events-ucsc.pantheonsite.io
SUMMARY:BME80G Seminar – Ann Mc Cartney\, "The Why\, What and How of Indigenous Data Sovereignty"
DESCRIPTION:Presenter: Dr. Ann Mc Cartney\n\n\nLocation: Virtual. Please register here: https://ucsc.zoom.us/meeting/register/ciShTZsyRViYxMDjCc_cAQ#/registration \nAbstract: In 2007 the General Assembly of the United Nations adopted the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP) that supports Indigenous Peoples’ inherent rights to self-determination and governance over Indigenous Peoples\, territories and resources. This codification in an international treaty led to the conceptualization of Indigenous Data Sovereignty in 2016. Indigenous Data Sovereignty is defined as the right of Indigenous Peoples to own\, control\, access and possess data that derive from them\, and which pertain to Nation membership\, knowledge systems\, customs or territories and is not an internationally recognized concept. Practically\, Indigenous Data Sovereignty gives decision-making authority to Indigenous Peoples and allows them to decide how best data should be collected\, accessed\, and used for nation-building. For this reason\, Indigenous Data Sovereignty is inextricably linked to Indigenous Data Governance. \nThis lecture will dive into the why\, what\, and how of Indigenous Data Sovereignty. Beginning with dive into the history of genomics research and Indigenous Peoples. Then moving into a more in-depth description of both Indigenous Data Sovereignty and Indigenous Data Governance. The lecture will close with highlighting three real world case-studies of genomics projects operationalising Indigenous Data Sovereignty. \nAbout the speaker: Dr. Mc Cartney is a Full Researcher at the University of California\, Irvine and a Consultant for the Secretariat of the Convention on Biological Diversity\, where she works at the intersection of bioinformatics\, bioethics and policy across human and non-human species. Dr. Mc Cartney completed her PhD in Bioinformatics and Molecular Evolution from Dublin City University. After this she carried out a Genomics Aotearoa Postdoctoral Research Fellowship where she created culturally respectful genomic informatics pipelines for the project that were responsive to the needs and rights of Māori. She then moved Stateside and carried out a second Visiting Postdoctoral Fellowship in the Genome Informatics Section at the NHGRI. During this time\, she also conducted a detail in the NIH Office of Science Policy. Dr. Mc Cartney then transitioned to the University of California\, Santa Cruz’s Genomics Institute as an Assistant Researcher where she worked at the forefront of genomic sequencing technologies to develop more just genomic data infrastructures\, policies and frameworks for engagement. She became an elected member of the Executive Council of the Earth BioGenome Project\, the Vice-chair of the European Reference Genome Atlas\, and the Director of International Partnerships for the Human Pangenome Reference Consortium. She also acted as a “technical expert” for many international science policy initiatives including the DSI Scientific Network\, Native Biodata Consortium and the Informal Advisory Group on DSI for the Convention on Biological Diversity. Additionally\, Dr. Mc Cartney was part of the team to build the first NIH-funded Tribal Data Repository for American Indian and Alaska Natives.
URL:https://live-events-ucsc.pantheonsite.io/event/bme80g-seminar-ann-mc-cartney-the-why-what-and-how-of-indigenous-data-sovereignty/
LOCATION:https://live-events-ucsc.pantheonsite.io/event/bme80g-seminar-ann-mc-cartney-the-why-what-and-how-of-indigenous-data-sovereignty/
CATEGORIES:Lectures & Presentations,Seminars
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/05/6-6-23-Ann-Mccartney-CL-006-scaled.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T150000
DTEND;TZID=America/Los_Angeles:20260520T161500
DTSTAMP:20260424T195047Z
CREATED:20260424T195047Z
LAST-MODIFIED:20260424T195047Z
UID:10013981-1779289200-1779293700@live-events-ucsc.pantheonsite.io
SUMMARY:It Takes an Ecosystem: Staff and Faculty Perspectives on Collaboration at UC Santa Cruz
DESCRIPTION:Funded through a Department of Education Title V grant\, a team at UC Santa Cruz launched CULTURA (Centering Undergraduate Latine Thriving with University Racial-Equity Action) in 2024 as a bold\, campus-wide effort to reimagine how we can collectively advance student success and equity. At its core\, CULTURA asks: What becomes possible when we intentionally invest in and connect the people\, relationships\, and infrastructures already engaged in transformative work? \nDifferent from past Title V HSI grants\, which have rigorously tested and sustained single interventions\, CULTURA embraces an ecosystem approach. This approach recognizes that meaningful\, sustained change depends on the investment in and coordination of those leading equity work every day: campus staff and faculty. The HSI Equity Talk centers their voices. \nIn June 2025\, we launched the HSI CULTURA Staff and Faculty Survey\, a collaborative effort* designed to surface insights from staff and faculty respondents. The survey explored key dimensions of the ecosystem: coordination among campus units\, support (or lack thereof) available to equity-focused leaders\, and collective and institutional capacity to collaborate\, adapt\, and transform campus culture. \nIn this interactive session\, facilitators will share key survey findings as an invitation to collective sense-making. Together\, we will discuss: What resonates? What is missing? How do these findings reflect or challenge your own experiences? How can we mobilize this collective knowledge to strengthen and coordinate our shared efforts toward student success and equity\, especially amid severe financial constraints? Join us as we aim to deepen our coordination\, elevate the voices of those leading change\, and build a more connected ecosystem for student success and equity. \nPlease register to receive a calendar invitation and Zoom details. \n  \nYou Belong Here: The programs and services described here are open to all\, consistent with state and federal law\, as well as the University of California’s nondiscrimination policies. Every initiative—whether a student service\, faculty program\, or community event—is designed to be accessible\, inclusive\, and respectful of all identities. \nTo learn more\, please visit UC Nondiscrimination Statement or Nondiscrimination Policy for UC Publications.
URL:https://live-events-ucsc.pantheonsite.io/event/it-takes-an-ecosystem-staff-and-faculty-perspectives-on-collaboration-at-uc-santa-cruz/
LOCATION:https://live-events-ucsc.pantheonsite.io/event/it-takes-an-ecosystem-staff-and-faculty-perspectives-on-collaboration-at-uc-santa-cruz/
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/May-20-Equity-Talk.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T173000
DTEND;TZID=America/Los_Angeles:20260520T190000
DTSTAMP:20260429T190001Z
CREATED:20260429T190001Z
LAST-MODIFIED:20260429T190001Z
UID:10014497-1779298200-1779303600@live-events-ucsc.pantheonsite.io
SUMMARY:The Helene Moglen Lecture in Feminism and Humanities: Donna Haraway
DESCRIPTION:Donna Haraway\, “Staying with the Trouble for Still Possible Times” \nWednesday May 20\, 2026\, 5:30 p.m. \nThere will be refreshments from 5– 5:30 p.m.\, the talk at 5:30 – 7 p.m.\, and a reception at the very end. \nMerrill Cultural Center \nIn-person only \nThe sky has not fallen – yet. In troubled times\, this lecture joins human and more-than-human companion species to ask how to think\, really think\, without either the apocalyptic violence or salvific comfort of human exceptionalism. Revisiting themes\, images\, arguments and collaborations from a lifetime of feminist work and play in science studies\, biology\, cultural studies\, and arts\, Haraway asks how to tell evidence-laden\, effective stories for earthly flourishing in exterminationist times. Is it still possible to make powerful oddkin in opposition to techbro anti-immigrant pronatalism and extraterrestrial settler nationalism in order to partially heal devastated worlds together? If oddkin hold up the sky\, we have a chance. \nDonna Haraway is Distinguished Professor Emerita in the History of Consciousness Department at the University of California Santa Cruz. She writes and speaks in science and technology studies\, feminist theory\, and multispecies studies. She is an active participant in the Science and Justice Research Center and Center for Cultural Studies. Attending to the intersections of biology with culture and politics\, Haraway’s work explores the string figures composed by science fact\, science fiction\, speculative feminism\, speculative fabulation\, science and technology studies\, and more-than-human worlding. Haraway’s renowned essay “A Cyborg Manifesto” (1985) is considered a foundational text in multiple scholarly fields. Some of her books include Staying with the Trouble: \nThis lecture is presented by the Center for Cultural Studies and made possible by the Helene Moglen Lecture in Feminism and Humanities for the Center for Cultural Studies Endowment\, The Humanities Institute\, and the Department of Polities.
URL:https://live-events-ucsc.pantheonsite.io/event/the-helene-moglen-lecture-in-feminism-and-humanities-donna-haraway/
LOCATION:Merrill Cultural Center\, 200 McLaughlin Dr\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/Donna-w-scarabs.jpeg
GEO:36.999885;-122.0532636
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T173000
DTEND;TZID=America/Los_Angeles:20260520T190000
DTSTAMP:20260430T194940Z
CREATED:20260430T194642Z
LAST-MODIFIED:20260430T194940Z
UID:10014499-1779298200-1779303600@live-events-ucsc.pantheonsite.io
SUMMARY:VMCC Talk with Salar Mameni—Blood of Tulips
DESCRIPTION:What counts as life in the midst of war\, genocide\, and planetary destruction? What is death and how do ideas around martyrdom and sacrifice contribute to our understanding of sacred ecologies? In this talk\, Mameni engages these questions based on research for his second book project focusing on ecologies of war and martyrdom in the SWANA region. \nABOUT THE SERIES\nThe Visual & Media Cultures Colloquium (VMCC) is an annual lecture series that brings cutting-edge scholars to speak on a broad range of subjects related to visual and media culture. The series is co-sponsored with the graduate programs in the History of Art & Visual Culture (HAVC) and the Arts Division.\n—\nADMISSION\n– Attend in person.\n– Porter College D245\n– FREE and open to the public.\n—\nThis program is open to the public consistent with state and federal law.\n—\nSave\, download\, and share the event flyer here: \nimage: blood of tulips by salar\n 
URL:https://live-events-ucsc.pantheonsite.io/event/vmcc-mameni/
LOCATION:Porter College\, D-Building\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/blood-of-tulips-e1777578385388.png
GEO:36.9923139;-122.0581762
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Porter College D-Building Santa Cruz CA 95064;X-APPLE-RADIUS=500;X-TITLE=D-Building:geo:-122.0581762,36.9923139
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260520T190000
DTEND;TZID=America/Los_Angeles:20260520T213000
DTSTAMP:20260515T222607Z
CREATED:20260513T222338Z
LAST-MODIFIED:20260515T222607Z
UID:10014633-1779303600-1779312600@live-events-ucsc.pantheonsite.io
SUMMARY:Tripoli: A Tale of Three Cities—reception\, screening\, and discussion with the filmmmaker
DESCRIPTION:While living abroad\, a filmmaker returns to Tripoli\, Lebanon\, to confront a hometown that once rejected him as a queer child. With a microphone in hand\, he walks around coffee shops\, public squares\, and a park to ask the city’s inhabitants about their cultural and social beliefs and their embrace of new ideas. Gradually\, he meets a group of marginalized individuals whose eccentric life choices contradict the general lifestyle in this religiously and socially conservative city. Through intimate conversations with a communist activist\, a queer music producer\, and other unconventional characters\, Tripoli: A Tale of Three Cities explores the complicated relations one forms with a hometown in crisis. This contemplative urban symphony paints a picture of a city trapped in a self-spun web\, paralyzed by a deep economic crisis\, a faltering revolution\, and a looming doomsday.\n \nUC Santa Cruz affiliates are invited to a screening of the film\, followed by a discussion between UCSC alum\, Raed Rafei\, and Professor of Film and Digital Media\, Peter Limbrick.\n—\nADMISSION\n– Attend in person at the Communications Studio C\n– FREE and open to UCSC affiliates\n—\nFULL SCHEDULE OF EVENTS\n5:30 p.m.—Reception in Communications 139\n7:00 p.m.—Film Screening and Discussion in Studio C\n—\nPARKING\n– Parking by UCSC permit or ParkMobile.\n– Baskin Engineering Lot #139A and Core West are the closest parking lots to the Communications Building.\n– Visitors with DMV placards or plates may park for free in DMV spaces\, Medical spaces\, or ParkMobile spaces without additional payment\, or in timed zones for longer than the posted time.\n– More information provided by UCSC Transportation & Parking Services (TAPS)\n—\nThis program is open to all UC Santa Cruz affiliates consistent with state and federal law.
URL:https://live-events-ucsc.pantheonsite.io/event/tripoli-a-tale-of-three-cities/
LOCATION:Communications Building\, 7487 Red Hill Road\, Santa Cruz\, CA\, 95064
CATEGORIES:Film Screening,Lectures & Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/05/CMENA-e1778710960633.jpg
GEO:37.001379;-122.0617685
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260521T090000
DTEND;TZID=America/Los_Angeles:20260521T143000
DTSTAMP:20260326T204610Z
CREATED:20260326T204610Z
LAST-MODIFIED:20260326T204610Z
UID:10011802-1779354000-1779373800@live-events-ucsc.pantheonsite.io
SUMMARY:Annual BE Student Project Showcase
DESCRIPTION:Join Baskin Engineering for our annual Student Project Showcase to celebrate the innovative work and accomplishments of undergraduate engineers in capstone courses and research pathways. The broader campus community\, parents\, and industry partners are invited to view the culmination of student work. \nThe day begins with oral presentations from nominated “best-in-class” teams and those working on industry-sponsored projects. Following this\, all students will participate in a comprehensive Poster Session featuring project outcomes with some teams including table-top demonstrations of functional hardware. \nEvent Details: \n\nDate: May 21\, 2026\nOral Presentations (Nominated/Industry Teams): 9:00 AM to 11:00 AM\, Engineering 2\, Room 180\nPoster Session (All Student Teams): 11:30 AM to 2:30 PM\, Engineering Courtyard
URL:https://live-events-ucsc.pantheonsite.io/event/be-student-project-showcase-2026/
LOCATION:CA
CATEGORIES:Lectures & Presentations,Undergraduate
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/03/BE-ug-project-showcase.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260521T114000
DTEND;TZID=America/Los_Angeles:20260521T131500
DTSTAMP:20260507T163056Z
CREATED:20260507T163056Z
LAST-MODIFIED:20260507T163056Z
UID:10014617-1779363600-1779369300@live-events-ucsc.pantheonsite.io
SUMMARY:BME 280B Seminar: Speaker Dylan Shropshire - "How did Wolbachia become Earth's most pervasive animal symbiont?"
DESCRIPTION:Presenter: Dylan Shropshire\, Assistant Professor in the Department of Biological Sciences\, Lehigh University \nDescription: Maternally transmitted Wolbachia bacteria inhabit roughly half of all arthropod species\, making them likely the most common animal-associated microbe on Earth. Wolbachia alter host reproduction\, persist across deep evolutionary timescales\, and move into new host species in ways that we are only beginning to resolve. Wolbachia‘s biological success now also underpins global biocontrol programs aimed at suppressing arboviral disease\, lending applied urgency to a foundational question: how did a single bacterial lineage come to dominate the animal world? In this seminar\, I will draw on my recent and ongoing work to explore facets of this question\, leveraging Wolbachia‘s evolutionary diversity and wet-lab tools to define the mechanisms driving this microbe’s success across the animal world. Collectively\, this work aims to clarify the determinants of Wolbachia‘s natural prevalence and to sharpen the predictive frameworks underpinning Wolbachia-based biocontrol of vector-borne disease. \nBio: Dylan Shropshire is an Assistant Professor in the Department of Biological Sciences at Lehigh University in Pennsylvania\, where he leads a research group studying mechanisms of Wolbachia-host interactions. He earned his PhD at Vanderbilt University as an NSF Graduate Research Fellow and completed an NSF Postdoctoral Research Fellowship at the University of Montana. He is also a first-generation high school graduate and former Pell Grant recipient\, experiences that motivate his commitment to high-quality mentorship and evidence-based pedagogical practices. His work has been recognized by the Charles E. Kaufman New Investigator Award\, Lehigh’s Pre-Tenure Faculty Award\, and the College of Arts and Sciences Dean’s Award for Teaching Excellence. \nHosted by: Professor Shelbi Russell\, BME Department
URL:https://live-events-ucsc.pantheonsite.io/event/bme-280b-seminar-speaker-dylan-shropshire-how-did-wolbachia-become-earths-most-pervasive-animal-symbiont/
LOCATION:Biomedical Sciences Building\, 575 McLaughlin Drive
CATEGORIES:Lectures & Presentations,Seminars
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/05/BME-280B-Seminar-2.jpg
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260522T120000
DTEND;TZID=America/Los_Angeles:20260522T140000
DTSTAMP:20260403T222321Z
CREATED:20260402T211754Z
LAST-MODIFIED:20260403T222321Z
UID:10011936-1779451200-1779458400@live-events-ucsc.pantheonsite.io
SUMMARY:Something held by poetry
DESCRIPTION:In this intimate workshop\, UC Santa Cruz students\, faculty\, and staff are invited into conversation with poets Ronaldo V. Wilson and Terri Witek. Something held by poetry is programmed for Wilson’s multimedia exhibition\, there are no words\, but melodies\, currently on view at the IAS. \nRSVP is required. \n\n\nRonaldo V. Wilson is a poet\, interdisciplinary artist\, academic\, and the author of Narrative of the Life of the Brown Boy and the White Man\, winner of the Cave Canem Prize; Poems of the Black Object\, winner of the Thom Gunn Award for Gay Poetry and the Asian American Literary Award in Poetry; Farther Traveler: Poetry\, Prose\, Other\, and Lucy 72. His latest books are Carmelina: Figures and Virgil Kills: Stories. He is the editor of three special issues of hybrid and experimental work in Interim: A Journal of Poetry and Poetics; and Obsidian: Literature & Arts in the African Diaspora. Wilson is Professor of Creative Writing and Literature at U.C. Santa Cruz\, where he directs the Creative Writing Program\, and serves on the core faculty of the Creative Critical PhD Program; principal faculty member of CRES (Critical Race and Ethnic Studies); and affiliate faculty member of DANM (Digital Arts and New Media). \n\n\n\n\nTerri Witek’s most recent books include her 2026 eco-poetics collection with Amaranth Borsuk\, W/\ SH\, which loops two rain prophets\, both women\, into a crisis between future worlds\, and 2023’s Something’s Missing in This Museum (Anhinga Press). A translation by Dona Mayoora of 2018’s The Rape Kit into Malayalam is forthcoming. Her work has been included in many anthologies\, including 2 from 2021: JUDITH: Women Making Visual Poetry (Timglaset Editions ) and the WAAVe Global Gallery (Hysterical Books). Witek’s solo and collaborative work has been featured in a wide variety of text venues\, including Fence\, The Colorado Review\, Hampden-Sydney Poetry Review\, American Poetry Review\, Poetry\, Slate\, Hudson Review\, Lana Turner\, The New Republic\, and UTSANGA .
URL:https://live-events-ucsc.pantheonsite.io/event/something-held-by-poetry/
LOCATION:Institute of the Arts and Sciences\, 100 Panetta Ave\, Santa Cruz\, United States
CATEGORIES:Exhibits,Lectures & Presentations,Performances
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/Ronaldo-and-Terri.png
GEO:36.9557939;-122.0505546
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Institute of the Arts and Sciences 100 Panetta Ave Santa Cruz United States;X-APPLE-RADIUS=500;X-TITLE=100 Panetta Ave:geo:-122.0505546,36.9557939
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260523T140000
DTEND;TZID=America/Los_Angeles:20260523T153000
DTSTAMP:20260413T222647Z
CREATED:20260413T222441Z
LAST-MODIFIED:20260413T222647Z
UID:10012114-1779544800-1779550200@live-events-ucsc.pantheonsite.io
SUMMARY:All This Safety is Killing Us w/ Aminah Elster\, Jennifer James\, and Carlos Martinez
DESCRIPTION:Join us for a conversation between Black feminist abolitionist\, advocate\, and researcher Aminah Elster\, Black Feminist scholar Jennifer James\, UCSF\, and public health and medical anthropology reseaarcher Carlos Martinez\, ucsc\,  on the intersection of prison abolition and healthcare. This conversation draws on research from the co-edited volume All This Safety Is Killing Us: Health Justice Beyond Prisons\, Police\, and Borders\, to which Elster and James contributed the chapter “Medical Neglect as Carceral Violence.”
URL:https://live-events-ucsc.pantheonsite.io/event/all-this-safety-is-killing-us-w-aminah-elster-jennifer-james-and-carlos-martinez/
LOCATION:Institute of the Arts and Sciences\, 100 Panetta Ave\, Santa Cruz\, United States
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/webp:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/All-This-Safety-thumb.webp
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260524T130000
DTEND;TZID=America/Los_Angeles:20260524T150000
DTSTAMP:20251002T180146Z
CREATED:20251002T180146Z
LAST-MODIFIED:20251002T180146Z
UID:10000463-1779627600-1779634800@live-events-ucsc.pantheonsite.io
SUMMARY:Santa Cruz Pickwick Club presents: Bleak House
DESCRIPTION:Spontaneous human combustion! Evil lawyers! Detectives! Family intrigue! These all come together in Charles Dickens’s masterwork\, Bleak House. This year\, we will spend the year reading the 2026 Dickens Universe novel. Join Dickens enthusiasts and Pickwick Club members on Zoom for a series of discussions about this beloved book. \nRegister via Zoom \nReading Schedule:  \n\nOCT 26: Chapters 8-13\nNOV 23: Chapters 14-19\nDEC 28: No meeting\nJAN 25: Chapters 20-25\nFEB 22: Chpaters 26-32\nMAR 22: Chapters 33-38\nAPR 26: Chapters 39-46\nMAY 24: Chapters 47-53\nJUN 28: Chapters 54-67 (End)\n\nRecommended Edition: We recommend the Penguin Classics edition of the novel for its appendices and notes\, but other versions are fine. First-time readers should avoid the Introduction if they don’t want spoilers. Download the novel to read at Gutenburg.org or listen to it at LibriVox.org. \nThe Santa Cruz Pickwick (Book) Club\, a branch of the Dickens Fellowship\, is a community of local bookworms\, students\, and teachers who meet monthly to discuss a nineteenth-century novel. The Santa Cruz Public Libraries provide support for the reading group.
URL:https://live-events-ucsc.pantheonsite.io/event/santa-cruz-pickwick-club-presents-bleak-house-2/2026-05-24/
LOCATION:CA
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2025/10/Screenshot-2025-10-02-at-10.58.48-AM.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T070000
DTEND;TZID=America/Los_Angeles:20260526T090000
DTSTAMP:20260515T203009Z
CREATED:20260515T203009Z
LAST-MODIFIED:20260515T203009Z
UID:10014648-1779778800-1779786000@live-events-ucsc.pantheonsite.io
SUMMARY:Chou\, Y. (CM) - Exploring Future AI-Mediated Health Creator–Audience Interactions on Social Media: Transparency\, Care\, and Accountability
DESCRIPTION:Health and wellness content creators play an important role in shaping how people receive and engage with health information on social media. Beyond delivering information\, they also convey care\, build trust\, and sustain relationships with audiences. As generative AI (GenAI) becomes increasingly integrated into creator work\, existing research has examined AI disclosure\, AI-mediated communication\, and health communication more broadly\, but less is known about how AI should be integrated into health creator–audience interactions\, where informational support\, emotional care\, accountability\, and relational meaning are often intertwined. My dissertation examines AI-mediated health creator–audience interaction through four connected studies. Study 1 used mock-up interfaces and semi-structured interviews with 16 Instagram users who interact with health and wellness creators to examine audience perceptions of GenAI use disclosure. Study 2 conducts co-design sessions with social media health creators to explore how creators might communicate human labor and personal contribution in a future social media environment where AI-generated content is widespread. Study 3 extends the focus to audience-invoked AI in public comment sections by scraping and analyzing comment data from platfrom X\, examining how audiences invoke AI agents through @-mentions in response to health creator posts\, and how these public AI invocations may shape information credibility\, accountability\, community discussion\, and social dynamics. Finally\, Study 4 will synthesize insights from the first three studies and translate them into interactive prototypes. By examining how audiences and health creators interact with these prototypes\, this study will explore future forms of AI-mediated health creator–audience interaction and broader community engagement on social media. \n  \nEvent Host: Yuling Ruby Chou\, Ph.D. Student\, Computational Media \nAdvisor: Christina Chung \nZoom: https://ucsc.zoom.us/j/94127645445?pwd=dmlMkwbknDZE9pbklAC9jhwDTZPbVL.1 \nPasscode: 190739
URL:https://live-events-ucsc.pantheonsite.io/event/chou-y-cm-exploring-future-ai-mediated-health-creator-audience-interactions-on-social-media-transparency-care-and-accountability/
LOCATION:
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-1.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T093000
DTEND;TZID=America/Los_Angeles:20260526T113000
DTSTAMP:20260519T162948Z
CREATED:20260519T162948Z
LAST-MODIFIED:20260519T162948Z
UID:10014713-1779787800-1779795000@live-events-ucsc.pantheonsite.io
SUMMARY:Weber\, Z. (ECE) - Sustainable Bioinspired Polymer–Mineral Composites for Adaptable Repair in Conservation Applications
DESCRIPTION:Every year\, tens of thousands of tons of plaster-based materials are used in restoration and conservation applications\, many of which are derived from non-renewable sources and discarded at the end of their service life. Here\, we introduce a biodegradable\, bio-derived composite based on chitosan and calcium carbonate that is composed of simple\, widely available constituents and designed for adaptable repair applications. By varying polymer molecular weight\, concentration\, and mineral content\, the composite can be formulated to span injectable\, paste-like\, and putty-like behaviors\, enabling accommodation of diverse structural filling and stabilization needs. We examine relationships between composition\, flow behavior\, and mechanical performance through rheological characterization of the wet composite and measurements of bulk density\, porosity\, and compressive strength in the hardened state. Rather than targeting a single optimized formulation\, this work demonstrates a tunable material platform in which relationships between composition\, flow behavior and mechanical performance guide selection of material behavior based on application requirements. Future applications of this approach include sustainable repair and conservation materials for exhibits\, architectural restoration\, and other contexts where adaptable handling\, mechanical integrity\, and biodegradability are desired. \nEvent Host: Zoë Weber\, Ph.D. Student\, Electrical & Computer Engineering  \nAdvisor: Marco Rolandi \nZoom: https://ucsc.zoom.us/j/96509847894?pwd=Q5w4oFaXQQD4rbEehZHxuevh12Piar.1 \nPasscode: 324003
URL:https://live-events-ucsc.pantheonsite.io/event/weber-z-ece-sustainable-bioinspired-polymer-mineral-composites-for-adaptable-repair-in-conservation-applications/
LOCATION:Jack Baskin Engineering\, Baskin Engineering 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-3.png
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T100000
DTEND;TZID=America/Los_Angeles:20260526T110000
DTSTAMP:20260520T182036Z
CREATED:20260514T202927Z
LAST-MODIFIED:20260520T182036Z
UID:10014640-1779789600-1779793200@live-events-ucsc.pantheonsite.io
SUMMARY:ECE Seminar: Advanced Sensing and AI Technologies for Food Safety and Precision Agriculture
DESCRIPTION:Presenter: Hamid Jafarbiglu\, Agricultural Technology Evaluator\, Big Idea Ventures \nDescription: California agriculture is increasingly adopting organic and regenerative production systems\, creating a growing need for technologies capable of monitoring complex agricultural environments\, assessing food safety risks\, and supporting data-driven management decisions. Emerging tools such as drones\, hyperspectral scanning\, environmental sensors\, and artificial intelligence provide new opportunities for continues field-scale monitoring\, risk detection\, and precision management while supporting sustainable agricultural practices. This talk highlights several applied research projects focused on the use of drone-based sensing\, spatio-spectral responses\, soil and environmental sensors\, and machine learning approaches to address real- world challenges in specialty crop production. These projects demonstrate how sensing technologies and advanced analytics can improve field-scale monitoring\, continuous risk assessment\, early detection\, and suitability in food production. Building on these experiences\, future research directions will focus on the intersection of food safety\, organic and regenerative agriculture\, and precision agricultural technologies. \nBio: Hamid Jafarbiglu is a researcher specializing in remote sensing\, spectral analysis\, and machine learning for agricultural systems. His work focuses on enhancing food safety\, crop monitoring\, and precision decision-making in high-value specialty crops.\n \nDr. Jafarbiglu earned his Ph.D. in Biological Systems Engineering from the University of California\, Davis\, following six years of intensive field research. His expertise integrates drone-based remote sensing\, hyperspectral imaging\, and AI to identify crop stress\, pest/disease outbreaks\, and nutrient deficiencies at their earliest stages.\n \nDuring his tenure at the UC Davis Digital Agriculture Lab\, Dr. Jafarbiglu’s doctoral and postdoctoral research resolved critical limitations in aerial spectral measurements. This work led to superior accuracy in drone-based sensing under variable field conditions and the development of scalable image-processing pipelines and digital orchard models for deep learning applications.\nBeyond research\, Dr. Jafarbiglu is an experienced extension professional. He has delivered hands-on training in drone operations and geospatial analysis to growers\, researchers\, and industry stakeholders\, bridging the gap between data-driven innovation and real-world adoption.\n \nHis background also extends to the commercial sector; as an Agricultural Technology Evaluator with Big Idea Ventures\, he conducted technical and market assessments for agri-food innovations\, including early-stage bio-based products. Today\, Dr. Jafarbiglu’s work continues to advance the integration of AI and remote sensing to foster sustainable\, regenerative farming and robust food systems across California and beyond. \nHosted by: Professor Marco Rolandi\, ECE Department \nZoom Link: https://ucsc.zoom.us/j/96727838511?pwd=1Qzl9HTV3G2BxaSEG8GeKOPZVu2NWj.1
URL:https://live-events-ucsc.pantheonsite.io/event/ece-seminar-hamid-jafarbiglu/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Seminars
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/05/Screenshot-2026-05-14-at-13.27.56.png
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T100000
DTEND;TZID=America/Los_Angeles:20260526T110000
DTSTAMP:20260518T190031Z
CREATED:20260518T185313Z
LAST-MODIFIED:20260518T190031Z
UID:10014653-1779789600-1779793200@live-events-ucsc.pantheonsite.io
SUMMARY:Harsh\, B. (CSE) - SUPERSCALAR\, MULTIPLE TAKEN BRANCH PREDICTOR
DESCRIPTION:This work addresses improvements in branch prediction mechanism to support high perfor-\nmance processors. The state of the art aims to balance the prediction latency and prediction\naccuracy using multi level correcting predictors [27]. Prior published work focusses on scalar\ndesigns and prediction accuracy improvement for hard to predict branches employing tailor\nmade\, non generic and non transferrable solutions [8]. Recent work also proposes ahead pre-\ndiction [42–44] to solve the problem of low accuracy of L0 predictor. \nThis work proposes efﬁcent\, generic and transferrable solutions to reduce mispredic-\ntions and to use the fetch bandwidth more efﬁciently. This includes a biased overriding multi-\nlevel hierarchy with three predictor levels (L0\, L1\, L2). L0 uses a High-Conﬁdence-Only Taken\n(HOTP) predictor that only predicts high-conﬁdence taken control-ﬂow instructions. This work\nfurther uses L1-L2 biased training to decrease mispredictions by L2 while it trains on branches\non which L1 has reached high conﬁdence. This work proposes a superscalar predictor built\nusing the state of the art scalar predictor. Superscalar predictor is implemented by sizing a su-\nperscalar TAGE variant (BATAGE) using Optuna-based search. with varying table sizes and\naspect ratios. The work further proposes a branch predictor frontend design (nTakenBP) to de-\nliver multiple taken branch predictions per cycle. Unlike prior work\, nTakenBP achieves this by\nextending the existing BTB and TAGE tag-comparison logic rather than deepening lookahead. \n  \nEvent Host: Bhawandeep Singh Harsh\, Ph.D. Candidate\, Computer Science & Engineering \nAdvisor: Jose Renau \nZoom: https://ucsc.zoom.us/j/4166778865?pwd=cS9NcnVjRjArYlRRcDcrY3d5N0ZKQT09
URL:https://live-events-ucsc.pantheonsite.io/event/harsh-b-cse-superscalar-multiple-taken-branch-predictor/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-1.jpg
GEO:37.0009723;-122.0632371
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T103000
DTEND;TZID=America/Los_Angeles:20260526T123000
DTSTAMP:20260512T164007Z
CREATED:20260512T164007Z
LAST-MODIFIED:20260512T164007Z
UID:10014630-1779791400-1779798600@live-events-ucsc.pantheonsite.io
SUMMARY:Castro\, S. (CSE) - Agentic AI for Security: Adversarial Foundations for Autonomous Cyber Operations
DESCRIPTION:Autonomous Cyber Operations (ACO) agents promise effective security automation with minimal human intervention\, yet their deployment raises three interconnected challenges: agents must be realistic (reproducing diverse attacker sophistication)\, secure (preventing autonomy from becoming an attack surface)\, and feasible (safely replicating human behavior at full autonomy). \nWe argue that these three properties are requirements for ACO agents. Existing approaches do not address them together and lack diverse adversarial coverage\, formal threat models for attacks against the agents themselves\, and systematic evaluation of multi-agent topologies. \nWe advance all three ACO properties: (1) For realism\, we establish adversarial foundations by discovering Windows OS vulnerabilities and releasing two exploits reliable across XP through 11. (2) For security\, we formalize ACO meta-attacks and meta-defenses\, propose the first invariant-based Meta-IDS detecting both sensor and actuator meta-attacks\, and introduce the first hybrid LLM–RL ACO integration for defense with a novel inter-agent communication protocol. (3) For feasibility\, we present MaLO\, the first dynamic-topology multi-agent ACO system\, achieving a 78.6\% success rate across a new 42-task security benchmark and solving operations up to 40× faster than human experts. We further propose the Security Operation Complexity Index (SOCX) classification and the T×V×O taxonomy as the first objective-driven evaluation methodology for coding-agent attacks. \nTogether\, these contributions demonstrate that ACO agents can match real-world adversarial sophistication\, resist meta-attacks\, and outperform human operators on complex security tasks. Open challenges remain in adaptive adversaries\, LLM–RL co-training\, dynamic topology selection\, and deployment beyond simulated environments. \n  \nEvent Host:  Sebastián R. Castro\, PhD Candidate\, Computer Science & Engineering \nAdvisor: Alvaro A. Cárdenas \nZoom: https://ucsc.zoom.us/j/2267557290?pwd=S0dNTTV3emZGUzlqV3dLbTg3a0NFUT09&omn=92791061627 \nPasscode: G20c06
URL:https://live-events-ucsc.pantheonsite.io/event/castro-s-cse-agentic-ai-for-security-adversarial-foundations-for-autonomous-cyber-operations/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option2.jpg
GEO:37.0009723;-122.0632371
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260526T110000
DTEND;TZID=America/Los_Angeles:20260526T130000
DTSTAMP:20260515T174024Z
CREATED:20260515T173857Z
LAST-MODIFIED:20260515T174024Z
UID:10014644-1779793200-1779800400@live-events-ucsc.pantheonsite.io
SUMMARY:Liu\, P. (CM) - Reimagining Workplace Concern Reporting: From Emotional Harm to Co-Designed Futures
DESCRIPTION:Workplace concern reporting infrastructure\, including human resources (HR) portals\, grievance procedures\, and whistleblower hotlines\, is the formal channel through which employees in most organizations raise concerns about harassment\, discrimination\, and retaliation. Yet existing research consistently finds that these systems fail the employees they are meant to protect: reports stall\, concerns get filtered\, retaliation occurs\, and marginalized employees face disproportionate risk. This dissertation examines workplace concern reporting as relational\, emotional\, and processual rather than procedural and discrete\, and pursues this account through three studies. Study 1\, drawing on semi-structured interviews with 12 HR professionals and 10 employees in California\, develops the concept of emotional re-victimization to describe how reporting infrastructure produces additional harm at multiple stages of the reporting process. Study 2 returns to the same corpus with a different theoretical lens to develop the concept of buffer spaces: intermediary practices through which employees navigate the gap between informal sense-making and formal escalation. Study 3 will move the dissertation from diagnostic to practical work in two phases. Phase 1 uses speculative co-design with employees and HR professionals to surface what each group would build if they could redesign concern reporting infrastructure together. Phase 2 translates design directions from Phase 1 into prototypes\, iterated with participants across both groups to develop design artifacts that have been shaped by the people who would use them. The dissertation as a whole moves from documenting harm\, through identifying workarounds\, to imagining redesign\, contributing to HCI/CSCW scholarship on workplace technology\, labor studies on employee voice and accountability\, and methodological work on cross-stakeholder speculative design. \nEvent Host: Peiyao Liu\, Ph.D. Student\, Computational Media \nAdvisor: Norman Makoto Su \nZoom: https://ucsc.zoom.us/j/99335305923?pwd=xP6QlNwzobLNQqnCxG3muuZD36C4rn.1 \nPasscode: 946352 \n 
URL:https://live-events-ucsc.pantheonsite.io/event/liu-p-cm-reimagining-workplace-concern-reporting-from-emotional-harm-to-co-designed-futures/
LOCATION:
CATEGORIES:Ph.D. Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T090000
DTEND;TZID=America/Los_Angeles:20260527T110000
DTSTAMP:20260515T163555Z
CREATED:20260515T163555Z
LAST-MODIFIED:20260515T163555Z
UID:10014642-1779872400-1779879600@live-events-ucsc.pantheonsite.io
SUMMARY:Baskaran\, D. (CM) - More than Just Fun: Exploring Meaningful Play\, Communities of Play\, and Relatedness of Play
DESCRIPTION:Play is often seen as a form of entertainment\, leisure\, or childhood development. However\, it also acts as a meaningful experience that shapes how people connect with others and interact with the world around them throughout their lives. Prior work on meaningful play and communities of play has mainly focused on individual experiences and participation\, giving less attention to how meaning is socially co-constructed through playful interactions and to how these experiences contribute to relatedness\, or the human need to feel connected to and belong with others\, across physical\, digital\, and hybrid environments. \nUsing qualitative methods\, this dissertation proposal explores how meaningful play is collectively constructed within communities of play and how it shapes relatedness among members. This work positions meaningful play as a socially and technologically embedded relational phenomenon rather than solely an individual experience. Across case studies of PlayStation trophy hunting\, Pokémon Nuzlocke\, LEGO\, and theme park communities of play\, this research explores how meaningful play within these communities contributes to relatedness among members. Ultimately\, this dissertation proposal aims to advance a more holistic understanding of play as a process through which people build shared meaning\, connection\, and belonging in increasingly digital and hybrid social spaces. \n  \nEvent Host: Derusha Baskaran\, Ph.D. Student\, Computational Media \nAdvisor: Kathryn Ringland \n  \nZoom: https://ucsc.zoom.us/j/96290198842?pwd=xtoEw1aIa2fciTbhr6eB9s3PqbWGdF.1 \nPasscode: 404425
URL:https://live-events-ucsc.pantheonsite.io/event/baskaran-d-cm-more-than-just-fun-exploring-meaningful-play-communities-of-play-and-relatedness-of-play/
LOCATION:
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-1.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T090000
DTEND;TZID=America/Los_Angeles:20260527T110000
DTSTAMP:20260518T163634Z
CREATED:20260518T163634Z
LAST-MODIFIED:20260518T163634Z
UID:10014652-1779872400-1779879600@live-events-ucsc.pantheonsite.io
SUMMARY:Tu\, H. (CSE) - From Evaluation to Adaptation: Building Reliable Multimodal Intelligence
DESCRIPTION:Multimodal large language models (MLLMs) are rapidly becoming general-purpose AI systems\, yet their capabilities are advancing faster than our ability to evaluate\, improve\, and validate their reliability in realistic use. Standard benchmarks mainly measure in-distribution final-answer accuracy\, leaving critical gaps in safety\, robustness\, fine-grained reasoning evaluation\, and reliability in real-world agentic settings. My research proposes an evaluation-to-adaptation framework for building reliable multimodal intelligence: developing rigorous evaluations that expose failures beyond conventional benchmarks\, learning feedback models that guide inference-time reasoning\, and studying how multimodal systems can adapt through experience. We instantiate this agenda through two completed works and two proposed directions. Unicorn evaluates safety and robustness under out-of-distribution and adversarial conditions\, revealing substantial vulnerabilities across 22 vision-language models. ViLBench studies vision-language process reward modeling as both an evaluation challenge and a mechanism for inference-time improvement\, showing that process-guided reasoning selection can improve reliability. Building on these foundations\, we further study test-time experience accumulation and explore reliable multimodal agents for GUI and computer-use tasks. Together\, my research aims to move beyond capability-driven progress alone\, toward multimodal AI systems whose reliability can be evaluated\, improved\, and tested in realistic deployment settings. \nEvent Host: Haoqin Tu\, Ph.D. Student\, Computer Science & Engineering \nAdvisor: Cihang Xie \nZoom: 964 1355 0550 \nPasscode: zWxU8A
URL:https://live-events-ucsc.pantheonsite.io/event/tu-h-cse-from-evaluation-to-adaptation-building-reliable-multimodal-intelligence/
LOCATION:
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option2.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T103000
DTEND;TZID=America/Los_Angeles:20260527T120000
DTSTAMP:20260520T190227Z
CREATED:20260422T181325Z
LAST-MODIFIED:20260520T190227Z
UID:10013972-1779877800-1779883200@live-events-ucsc.pantheonsite.io
SUMMARY:FINS: Fisheries Insights Narratives and Stories seminar series featuring Lisa Uttal
DESCRIPTION:Please join us for the final talk in the FINS: Fisheries Insights Narratives and Stories seminar series featuring Lisa Uttal. \nFINS: Fisheries Insights Narratives and Stories Seminar Series \nLisa Uttal\, Marine Biologist for Monterey Bay National Marine Sanctuary \nTitle: Science Unlocked: Translating Research into Public Stewardship \nWhen: Wednesday\, May 27th from 11am-12pm \nWhere: Ocean Health Building Rm 118\, 115 McAllister Way\, Santa Cruz\, CA 95060 and on Zoom \nAgenda: \n\n10:30 am – 11:00 am – Professional Networking Session (in person only – light snacks and refreshments provided)\n11 am to 12 pm – presentation followed by Q & A\n12 pm – 1pm – student lunch with the speaker in OHB courtyard → sign up here\n\nZoom Meeting Registration: https://ucsc.zoom.us/meeting/register/NwH0_qUbSeuIm3A76DY-Dg
URL:https://live-events-ucsc.pantheonsite.io/event/fins-fisheries-insights-narratives-and-stories-seminar-series-featuring-lisa-uttal/
LOCATION:Ocean Health Building\, McAllister Way\, Santa Cruz\, CA\, 95064
CATEGORIES:Seminars,Social Gathering
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/Lisa-Uttal-FINS-poster-2026-1.png
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T110000
DTEND;TZID=America/Los_Angeles:20260527T123000
DTSTAMP:20260330T203942Z
CREATED:20260330T203942Z
LAST-MODIFIED:20260330T203942Z
UID:10011815-1779879600-1779885000@live-events-ucsc.pantheonsite.io
SUMMARY:CSE Colloquium - Learning to Image: Computational Microscopy for Dynamic Systems
DESCRIPTION:Presenter: Laura Waller\, UC Berkeley \nAbstract: \nComputational imaging jointly designs hardware and algorithms to push beyond the classical limits of imaging\, enabling measurement of new quantities (e.g. 3D\, phase\, and super-resolution) with simple\, inexpensive hardware. These approaches have already transformed consumer photography; our goal is to achieve a similar transformation in scientific microscopy. \nIn this talk\, I will show how end-to-end learning is reshaping the design of imaging systems\, from programmable illumination with LED arrays to compact\, lensless cameras built from Scotch tape. By combining physical models with neural networks\, we can jointly learn how to capture data\, reconstruct images\, and self-calibrate systems that would otherwise be too complex to model. However\, many computational methods rely on multiple measurements\, limiting their use for live\, dynamic samples. I will introduce new space-time algorithms based on implicit neural representations (INRs) that jointly recover structure and motion\, correct artifacts\, and enable high-resolution imaging in regimes where traditional approaches fail. \nBio: \nLaura Waller is the Charles A. Desoer Professor of Electrical Engineering and Computer Sciences at UC Berkeley. She received B.S.\, M.Eng. and Ph.D. degrees from the Massachusetts Institute of Technology in 2004\, 2005 and 2010. After that\, she was a Postdoctoral Researcher and Lecturer of Physics at Princeton University from 2010-2012. She is a Packard Fellow for Science & Engineering\, Moore Foundation Data-driven Investigator\, OSA Fellow\, and Chan-Zuckerberg Biohub Investigator. She has received the Carol D. Soc Distinguished Graduate Mentoring Award\, OSA Adolph Lomb Medal\, the SPIE Early Career Award and the Max Planck-Humboldt Medal. \nHosted by: Professor Alvaro Cardenas \nLocation: Engineering 2\, Room E2-180 (Refreshments such as fruit\, pastries\, coffee\, and tea will be provided.) \nZoom Option: https://ucsc.zoom.us/j/93445911992?pwd=YkJ2TQtF79h0PcNXbEcpZLbpK0coiY.1&jst=3
URL:https://live-events-ucsc.pantheonsite.io/event/cse-colloquium-learning-to-image-computational-microscopy-for-dynamic-systems/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations,Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T120000
DTEND;TZID=America/Los_Angeles:20260527T133000
DTSTAMP:20260507T171532Z
CREATED:20260505T190156Z
LAST-MODIFIED:20260507T171532Z
UID:10014581-1779883200-1779888600@live-events-ucsc.pantheonsite.io
SUMMARY:Film Screening—Let the City Speak: The Sonic Journey of Quetzal—Arts Dean's Speaker Series
DESCRIPTION:Audiences are invited to Let the City Speak: The Sonic Journey of Quetzal—a conversation and panel discussion with filmmaker Akira Boch and Quetzal members Martha Gonzalez and Quetzal Flores. Introduced by Interim Dean and Professor of Film and Digital Media Lawrence Andrews. Conversation and panel discussion with UCSC Professors Russell Rodriguez and Felicity Amaya Schaeffer (4:00–6:00 p.m.) with reception (6:00–6:30 p.m.) immediately following the panel.\n—\nABOUT THE SERIES\nThis event is presented as part of the “Arts Dean’s Speaker Series\,” an annual event focused on bringing together scholarship and practice related to critical issues of our time in the Arts\, in order to expand our students’ imaginations on what is possible\, the importance of ambition and aspiration and tackling real structural problems and exclusions in our society and in the arts.\n—\nADMISSION\n– FREE and open to the public.\n– REGISTER ON EVENTBRITE here for the 4:00 p.m. panel event due to limited venue capacity.\n– Attend in person in the Dark Lab (DARC 108) at the Digital Arts Research Center at UC Santa Cruz.\n– Doors open 30 minutes prior to the scheduled event start time.\n—\nFULL SCHEDULE OF EVENTS\nnoon–1:30 p.m.: Film screening of Let the City Speak: The Sonic Journey of Quetzal (no registration needed for the screening)\n4:00–6:30 p.m.: Conversation and panel discussion with UCSC Professors Russell Rodriguez and Felicity Amaya Schaeffer (4:00–6:00 p.m.) with reception (6:00–6:30 p.m.) immediately following the panel.\n\n—\nPARKING\n– Parking by UCSC permit or ParkMobile.\n– Arts Lot #126 is the closest parking lot to the event.\n– Visitors with DMV placards or plates may park for free in DMV spaces\, Medical spaces\, or ParkMobile spaces without additional payment\, or in timed zones for longer than the posted time.\n– More information provided by UCSC Transportation & Parking Services (TAPS).\n—\nThis program is open to all members of the public consistent with state and federal law.
URL:https://live-events-ucsc.pantheonsite.io/event/panel-deans-speaker-series-2026/
LOCATION:Digital Arts Research Center\, 407 McHenry Rd\, Santa Cruz\, CA\, 95064
CATEGORIES:Film Screening,Lectures & Presentations,Performances,Reception,Screening
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T120000
DTEND;TZID=America/Los_Angeles:20260527T140000
DTSTAMP:20260518T162624Z
CREATED:20260518T162624Z
LAST-MODIFIED:20260518T162624Z
UID:10014651-1779883200-1779890400@live-events-ucsc.pantheonsite.io
SUMMARY:Zheng\, Y. (CSE) - Extending eBPF Beyond Kernel Extensions: Verified Interfaces for Runtime System Extensibility
DESCRIPTION:Modern system software increasingly needs runtime extensibility: userspace applications need safe ways to expose domain-specific extension points\, GPU resource management needs workload-specific memory and scheduling policies\, and kernel eBPF JIT compilers need different runtime optimizations as workloads and hardware vary. However\, built-in policies are safe but difficult to specialize across rapidly changing workloads and hardware environments\, limiting efficiency\, while code modifications are flexible but difficult to deploy safely. This dissertation argues that verified eBPF interfaces can turn eBPF from a kernel-extension mechanism into a general substrate for safe runtime extensibility. In this model\, trusted mechanisms expose narrow\, constrained programmable hooks; extensions declare their requirements; verifier-enforced checks preserve safety; and execution remains low-overhead. \nI develop this thesis through three systems spanning userspace applications\, heterogeneous GPU subsystems\, and the kernel eBPF compiler itself. EIM\, implemented in bpftime\, applies verified eBPF interfaces to userspace applications\, allowing application behavior to be extended through explicit constraints and efficient userspace eBPF execution. gpu_ext extends the same idea to heterogeneous systems by exposing programmable resource management hooks for GPU memory and scheduling policy across driver and device. BpfReJIT with kinsn makes the eBPF JIT compiler itself extensible: it enables runtime-guided optimization through dynamic recompilation and extends eBPF bytecode to express diverse hardware capabilities. Together\, these systems show how verified eBPF interfaces can support safe programmability\, separation of policy and mechanisms\, and runtime specialization across applications\, GPU subsystems\, and the kernel JIT infrastructure. \nEvent Host: Yusheng Zheng\, Ph.D. Student\, Computer Science & Engineering \nAdvisor: Andi Quinn \nZoom: 504 350 0245 \nPasscode: 521336
URL:https://live-events-ucsc.pantheonsite.io/event/zheng-y-cse-extending-ebpf-beyond-kernel-extensions-verified-interfaces-for-runtime-system-extensibility/
LOCATION:
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/ph.d.-presentation-graphic-option-3.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T160000
DTEND;TZID=America/Los_Angeles:20260527T183000
DTSTAMP:20260507T171508Z
CREATED:20260428T230844Z
LAST-MODIFIED:20260507T171508Z
UID:10014493-1779897600-1779906600@live-events-ucsc.pantheonsite.io
SUMMARY:Panel Discussion—Let the City Speak: The Sonic Journey of Quetzal—Arts Dean's Speaker Series
DESCRIPTION:Audiences are invited to Let the City Speak: The Sonic Journey of Quetzal—a conversation and panel discussion with filmmaker Akira Boch and Quetzal members Martha Gonzalez and Quetzal Flores. Introduced by Interim Dean and Professor of Film and Digital Media Lawrence Andrews. Conversation and panel discussion with UCSC Professors Russell Rodriguez and Felicity Amaya Schaeffer (4:00–6:00 p.m.) with reception (6:00–6:30 p.m.) immediately following the panel.\n—\nABOUT THE SERIES\nThis event is presented as part of the “Arts Dean’s Speaker Series\,” an annual event focused on bringing together scholarship and practice related to critical issues of our time in the Arts\, in order to expand our students’ imaginations on what is possible\, the importance of ambition and aspiration and tackling real structural problems and exclusions in our society and in the arts.\n—\nADMISSION\n– FREE and open to the public.\n– REGISTER ON EVENTBRITE here for the 4:00 p.m. panel event due to limited venue capacity.\n– Attend in person in the Dark Lab (DARC 108) at the Digital Arts Research Center at UC Santa Cruz.\n– Doors open 30 minutes prior to the scheduled event start time.\n—\nFULL SCHEDULE OF EVENTS\nnoon–1:30 p.m.: Film screening of Let the City Speak: The Sonic Journey of Quetzal (no registration needed for the screening)\n4:00–6:30 p.m.: Conversation and panel discussion with UCSC Professors Russell Rodriguez and Felicity Amaya Schaeffer (4:00–6:00 p.m.) with reception (6:00–6:30 p.m.) immediately following the panel.\n\n—\nPARKING\n– Parking by UCSC permit or ParkMobile.\n– Arts Lot #126 is the closest parking lot to the event.\n– Visitors with DMV placards or plates may park for free in DMV spaces\, Medical spaces\, or ParkMobile spaces without additional payment\, or in timed zones for longer than the posted time.\n– More information provided by UCSC Transportation & Parking Services (TAPS).\n—\nThis program is open to all members of the public consistent with state and federal law.
URL:https://live-events-ucsc.pantheonsite.io/event/arts-deans-speaker-series-2026/
LOCATION:Digital Arts Research Center\, 407 McHenry Rd\, Santa Cruz\, CA\, 95064
CATEGORIES:Film Screening,Lectures & Presentations,Performances,Reception,Screening
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T170000
DTEND;TZID=America/Los_Angeles:20260527T183000
DTSTAMP:20260506T165830Z
CREATED:20260506T165830Z
LAST-MODIFIED:20260506T165830Z
UID:10014612-1779901200-1779906600@live-events-ucsc.pantheonsite.io
SUMMARY:Your Next Degree: Graduate School
DESCRIPTION:Careers and academic interests often evolve over time\, and many people choose to pursue graduate education after gaining experience in the workforce or further exploring their fields. Whether you are considering a master’s or PhD\, in an academic or professional program\, graduate school can be a powerful step toward advancing your goals\, shifting career paths\, or deepening your expertise. \nThis UCLA Alumni webinar will explore what it takes to apply to graduate school across a range of disciplines. The application process can differ significantly from other advanced degrees and depends on your individual goals and motivations. You will gain an overview of the process and timeline\, hear from a representative from the UCLA Division of Graduate Education\, and learn how to evaluate programs such as those offered through the UCLA Fielding School of Public Health. A UCLA Career Center representative will also share insights on how graduate education can help unlock future career opportunities. \nWhether you are actively preparing an application or just beginning to consider graduate school\, this session will help clarify the process and available pathways. \nThis program\, hosted by UCLA\, is open to UC alumni from all 10 campuses. \nWebsite for additional information \nRegistration link  \n 
URL:https://live-events-ucsc.pantheonsite.io/event/your-next-degree-graduate-school/
LOCATION:CA
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/jpeg:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/05/cropped-image-12.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T170000
DTEND;TZID=America/Los_Angeles:20260527T193000
DTSTAMP:20260526T205018Z
CREATED:20260403T171521Z
LAST-MODIFIED:20260526T205018Z
UID:10012032-1779901200-1779910200@live-events-ucsc.pantheonsite.io
SUMMARY:“So\, There We Were...” – Celebrating the Untold Stories Behind the Discoveries
DESCRIPTION:To celebrate another year of profound discoveries\, uplifting unheard voices\, and opening up the world for the next generation of students\, the Academic Senate is planning a year-end celebratory event on Wednesday\, May 27\, 5-7:30 pm (week 9)\, at the Haybarn. But lest you think this is yet one more end-of-year academic event with mind-numbing presentations and hard-to-read powerpoint slides\, think again. This Scholarly Event is an excuse for us to do what we never get to do: come together to share the real stories behind our work and\, most of all\, HAVE FUN! In this spirit we are launching a celebratory event to feature the true but unknown\, the odd\, the awkward\, and just plain unbelievable stories behind our research: \n“So\, There We Were…”\nCelebrating the Untold Stories Behind the Discoveries \n \nThese might be the adventures\, misadventures\, revelations\, miscues\, or simply the “you would never believe it all worked out” moments that we have all experienced but rarely talk about (at least not in public). These are the stories that our friends\, neighbors\, and students want to hear\, but never would make it into scholarly publications or presentations. These are the stories we swap with our colleagues over drinks. While this event is intended primarily for faculty\, the campus community and community members will be welcome to attend (in other words\, feel free to bring your kids\, your partner\, your neighbors). \n \nWe are therefore soliciting applications (or nominations if you know someone—including yourself—who really needs to share that story) to regale your colleagues with details about “that time that…(fill in the blank)\,” while showing how those hidden moments shaped what finally came out of that research. This is meant to be a lighthearted and fun event\, so while having the audience learn something about what you do and why it is SO COOL is very good\, our focus will remain on humor\, fun\, and engaging tales. As the Ig Nobel Awards put it: “First make them laugh…then make them think!” \n \nPresenters will give a ~10 min TED style talk. Talks must begin with the phrase “So\, there we were” (or “So\, there I was” ) and they should feature the adventurous\, the bizarre\, and ideally the humorous in your research. Absolutely no tedious PowerPoints\, jargon\, or literature background review will be allowed.  \n \nA reception will follow. Or it may precede\, or even take place during\, the event. But rest assured\, we will be celebrating in style. \n \nNB: There may well be prizes. But we have not gotten quite that far yet.
URL:https://live-events-ucsc.pantheonsite.io/event/so-there-we-were-celebrating-the-untold-stories-behind-the-discoveries/
LOCATION:Hay Barn\, 94 Ranch View Road\, Santa Cruz\, CA\, 95064\, United States
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/png:https://live-events-ucsc.pantheonsite.io/wp-content/uploads/2026/04/So-There-We-Were3-scaled.png
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X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Hay Barn 94 Ranch View Road Santa Cruz CA 95064 United States;X-APPLE-RADIUS=500;X-TITLE=94 Ranch View Road:geo:-122.0569624,36.9817736
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260527T180000
DTEND;TZID=America/Los_Angeles:20260527T190000
DTSTAMP:20260520T165450Z
CREATED:20260520T165450Z
LAST-MODIFIED:20260520T165450Z
UID:10014845-1779904800-1779908400@live-events-ucsc.pantheonsite.io
SUMMARY:Build better chips
DESCRIPTION:Verify faster. Build better chips.\nSemiconductor Design Info Session\nExplore the fast-paced world of semiconductor design and verification\, and how advanced tools—including AI—are transforming the industry. \nAt this info session\, instructor Mandar Munishwar\, a formal verification architect at the Intel Data Center and AI Division\, will discuss his SystemVerilog Assertions and Formal Verification course which prepares you to write assertions\, create verification test plans\, and use simulation and formal tools to catch design issues early and improve first-pass silicon success. \nDiscover how this hands-on\, lab-based course builds practical skills in SystemVerilog\, assertion-based verification\, and formal verification using industry-standard tools like VCS and VC Formal. You’ll better understand emerging trends such as AI-assisted assertion generation and debugging. \nSee how this course in the UCSC Silicon Valley Extension Semiconductor Design program can help advance your career in chip design and verification engineering. \nClaim your seat! \nYou might also be interested in: \n\nPhysical Design Flow From Netlist to GDSII | June 5\nPractical Design with Xilinx FPGAs | June 15\nSystem and Functional Verification Using UVM | June 18\nSystemVerilog Assertions and Formal Verification | June 22\nAdvanced Verification with SystemVerilog OOP Testbench | June 25\nComprehensive Signal and Power Integrity for High-Speed Digital Systems | June 25
URL:https://live-events-ucsc.pantheonsite.io/event/build-better-chips/
LOCATION:Silicon Valley Campus\, 3175 Bowers Avenue\, Santa Clara\, CA\, 95054\, United States
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260528T110000
DTEND;TZID=America/Los_Angeles:20260528T120000
DTSTAMP:20260522T165248Z
CREATED:20260522T165248Z
LAST-MODIFIED:20260522T165248Z
UID:10014863-1779966000-1779969600@live-events-ucsc.pantheonsite.io
SUMMARY:Oh\, S. (CSE) - Efficient Instruction Supply for Datacenter Processors
DESCRIPTION:Modern datacenter CPUs lose 25–66% of execution cycles to instruction-delivery stalls. This bottleneck persists\, despite the recent trend towards accelerators and GPUs\, as there is continuing demand by applications that only execute on CPUs. Two workload classes dominate today’s datacenter execution cycles: hyperscale server software (databases\, build systems\, and content stores)\, whose large instruction footprints create severe frontend pathologies; and agentic AI systems\, in which large-language-model agents plan\, dispatch tools\, and maintain growing conversational contexts\, causing CPUs to account for up to 88% of end-to-end agent latency. Reflecting this shift\, major CPU vendors have publicly repositioned the CPU as the orchestration layer of the AI stack and have begun shipping processors optimized for agent-centric workloads. \nThis dissertation argues that instruction delivery is the dominant CPU bottleneck across both workload classes and that the recent trend towards agentic AI further exacerbates this challenge. In hyperscale server binaries\, the primary pathologies are wrong-path prefetch pollution and post-recovery instruction-delivery gaps across large\, irregular call graphs. In agentic AI systems\, the bottleneck shifts to an orchestration substrate composed of protocol stacks\, dynamic-runtime dispatch\, and agent-specific extensions that is even more frontend-bound than traditional warehouse-scale workloads. \nTo address these bottlenecks\, this dissertation presents three technical contributions\, together with a companion infrastructure contribution. First\, Utility-Driven Prefetching (UDP) extends fetch-directed instruction prefetching (FDIP) with a learned per-prefetch utility model that admits candidates based on their historical contribution to demand-fetch hits\, including those reached along wrong-path execution. Second\, Junction-based Unified Miss-point Prefetching (JUMP) addresses the post-recovery instruction-delivery gap that UDP and prior FDIP optimizations cannot reach by launching a lightweight secondary FDIP thread at a learned miss point following each branch-prediction failure. Across a suite of datacenter workloads\, UDP improves IPC by 3.6% on average (up to 16.1%) over a state-of-the-art FDIP baseline\, while JUMP improves IPC by 2.0% on average (up to 14.9%). Combined\, the two mechanisms substantially close the gap between FDIP and a perfect L1 instruction cache at a storage cost of only a few tens of kilobytes.\nThird\, this dissertation introduces the Agentic Tax\, the first CPU characterization study of agentic AI workloads across three runtime families. The study is packaged as a deterministic-replay benchmark infrastructure that enables repeatable\, cycle-level evaluation under controlled conditions. The characterization shows that the orchestration substrate of agentic AI workloads is significantly more frontend-bound than the hyperscale datacenter workloads examined in prior work\, and that it introduces new dominant function families with no analog in traditional warehouse-scale systems. These findings motivate two architectural directions proposed as future work: extending UDP and JUMP to optimize the orchestration substrate itself\, and designing heterogeneous CPU cores that allocate frontend resources according to the execution phase. \nEvent Host: Surim Oh\, Ph.D. Candidate\, Computer Science & Engineering  \nAdvisor: Heiner Litz \nZoom: https://ucsc.zoom.us/j/94753352649?pwd=7vQxlnSJkUb0KfG3t6STo639LhRv7j.1 \nPasscode: 205162
URL:https://live-events-ucsc.pantheonsite.io/event/oh-s-cse-efficient-instruction-supply-for-datacenter-processors/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Engineering 2 Engineering 2 1156 High Street Santa Cruz CA 95064;X-APPLE-RADIUS=500;X-TITLE=Engineering 2 1156 High Street:geo:-122.0632371,37.0009723
END:VEVENT
END:VCALENDAR