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Throughput Computing Week 2026

Jun 9 – 12, 2026
Fluno Center on the University of Wisconsin-Madison Campus
America/Chicago timezone

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Session

Vibe-coding the future: Successes and Dramatic Failures in using Agentic AI

Jun 10, 2026, 3:00 PM
Howard Auditorium (Fluno Center on the University of Wisconsin-Madison Campus)

Howard Auditorium

Fluno Center on the University of Wisconsin-Madison Campus

601 University Avenue, Madison, WI 53715-1035

Presentation materials

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  1. 20. Agents and Birds - Leveraging LLMs for Throughput Computing
    Brian Bockelman (Morgridge Institute for Research)
    6/10/26, 3:00 PM
  2. 35. Deploying Nextflow on CHTC: A Case Study for Serving Biology's Software Needs with AI-Assisted Engineering
    Nicholas Minor (Dave O'Connor's Laboratory/UW-Madison)
    6/10/26, 3:25 PM
  3. 15. The PATh to NAIRR: Heterogeneous Training of Machine Learning Models in OSPool and NAIRR
    Ian Ross (U. Wisconsin)
    6/10/26, 3:50 PM
  4. 22. Pegasus and AI: Use a Napkin, Run a Workflow
    Dr Ewa Deelman (USC Information Sciences Institute)
    6/10/26, 4:10 PM
  5. 38. Heterogeneous Prompt Processing Challenges in DUNE
    Steven Timm (Fermilab (DUNE))
    6/10/26, 4:35 PM

    DUNE faces unique challenges for data management and movement due to its very large event record size, needs for immediate prompt processing, and requirements for heterogeneous computing across an internationally distributed compute and storage system. We describe DUNE's current use of high throughput and high performance computing, including the growing AI/ML component, and the challenges we...

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