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AI Infra Summit at PyTorch Conference

By September 18, 2025No Comments

On October 21st, the AI Infra Summit comes to San Francisco and PyTorch Conference 2025, bringing together experts building the infrastructure behind the latest explosion in AI innovation. 

This half-day summit will cover the tools and platforms that drive AI’s rapid progress, including pre and post training, fine tuning, inference time scaling, and model compression and other optimizations. We will share insights on scaling AI workloads efficiently, optimizing training and inference, and the future of AI infrastructure in the era of generative models.

Top 3 Reasons to Attend

  • Learn how new approaches in infrastructure are making AI more efficient, powerful, and scalable.
  • Connect with peers who are solving similar challenges and shaping the next generation of AI systems.
  • Be part of the conversation on where AI infrastructure is headed.

AI Infra Summit Program Highlights

The program is packed with keynotes, technical talks, and panel discussions that explore how infrastructure shapes the future of intelligence. If you care about model optimization, large-scale training, and new execution paradigms, this is the place to learn and connect with the people driving progress.

Keynotes

  • Scaling Intelligence: Infrastructure as the Foundation – Joe Spisak, Meta
  • Building ML Systems Foundations at the Age of AI – Tianqi Chen, NVIDIA & Carnegie Mellon University

Sessions

  • Fine Tuning / Model Optimizations – Bowen Peng, Nous Research
  • Can Reinforcement Learning Lead to AGI? – Daniel Han, Unsloth
  • Decentralized Training – Vincent Weisser, Prime Intellect
  • Environments & Sandboxes for Agents – Andy Zhang, Stanford University
  • Accelerators – MTIA – Ajit Mathews, Meta

Panel Discussions

  • Training and Inference at Planet Scale
    • Michael Suo, Meta
    • Robert Nishihara, Anyscale
    • Simon Mo, VLLM
    • Lianmin Zheng, XAI
    • Dmytro “Dima” Dzhulgakov, Fireworks AI
    • Moderated by Jana van Greunen, Meta
  • The AI Kernel Revolution: Rethinking Execution from the Ground Up
    • Chris Lattner, Modular
    • Robert Lange, SakanaAI
    • Simran Arora, Stanford University
    • Nathan Lambert, Allen Institute
    • Moderated by Mark Saroufim, GPU Mode

You can register simply by adding the AI Infra Summit to your PyTorch Conference registration.

Time: 1:00pm – 5:00pm
Location: Room 2001-2003
Registration Cost: $49 ($84 bundle when you register for both Measuring Intelligence Summit and AI Infra Summit)