Intermediate Lessons

AGNTCY: The Open Source Project for Building Multi-Agent Systems - John Parello, Cisco

The Model Context Protocol: Connecting AI to Everything - Adam Jones, Anthropic

Find X-Sum of All K-Long Subarrays I - Leetcode 3318 Python

The DoD is Buying Satellite Compute from StarCloud

Waymo's pursuit of transparency, not perfection, with Tekedra Mawakana | TechCrunch Disrupt 2025

Is AI Revolutionary or Evolutionary?

mxfp8, mxfp4, nvfp4 formats and applications in PyTorch - Vasily Kuznetsov & Driss Guessous, Meta

Panel Discussion: Agents in the Wild: Real-World Deployments and Lessons Learned

Keynote: Closing Remarks - Matt White, Executive Director, PyTorch Foundation

Weaver: Shrinking the Generation-Verification Gap with Weak Verifiers - Jon Saad-Falcon

Keynote: Building ML Systems Foundations at the Age of AI - Tianqi Chen, NVIDIA & CMU

From Model To Trust: Building Upon Tamper-proof ML Metadata Records - Mihai Maruseac, Google

Sponsored Session: Lightning Talk: Efficient Inference Serving with Kubernetes Gateway... - Lin Sun

Keynote: Recognizing the PyTorch Foundation CICD Infrastructure Community - Eli Uriegas

Sponsored Keynote: From Transactions to Transformers: Hardware Built for... - Christian Jacobi

Keynote: Welcome Back to Day 2 - Matt White, Executive Director, PyTorch Foundation

Addressing the Challenges of Public Web Data - Greg Lindahl, Common Crawl

Keynote: Towards Building Safe and Secure Agentic AI - Dawn Song, UC Berkeley

Keynote: Foundations for AI+Science - Animashree (Anima) Anandkumar

Sponsored Keynote: Unlocking AI at Scale for PyTorch Developers - Jeff Gehlhaar

Keynote Panel: Hardwares & Accelerators - D Patel, S Zhou, P Salanki, N Perumbeti, M Saroufim

The Building Blocks of Agentic Al - Joe Spisak, Product Director, Meta Superintelligence Labs

Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation

Keynote: Ray: A Distributed Compute Engine for AI - Robert Nishihara & Ion Stoica

Keynote: An OPEN Path to Super Intelligence - Eric Xing

Keynote: vLLM & Deepspeed Updates - Simon Mo & Tunji Ruwase

Keynote: Closing Remarks - Matt White, Executive Director, PyTorch Foundation

Keynote: Contributor Awards

Bridging the Gap: Embedded Deployment of PyTorch Deep Learning Models in Complex Engineered Systems

Lightning Talk: Accelerating PyTorch FSDP Via Overlapping Collectives With In... - Nariaki Tateiwa

Deploying GenAI for Audio Generation on Mobile CPUs With ExecuTorch - Gian Marco Iodice, Arm

Sponsored Session: Empowering AI Everywhere: Democratizing PyTorch with Intel... - F. Zhao & E. Wang

Sponsored Session: Lightning Talk: PyTorch in Production: Boosting LLM Training and... - F. Hua

Blazing Fast GenAI Inference With Torch.compile - Richard Zou, Meta

PyTorch Symmetric Memory: A New Programming Paradigm for Distributed AI - Ke Wen & Chien-Chin Huang

Sponsor Session: Low-Precision Inference without Quality Loss... - Pankaj Gupta & Philip Kiely

Lightning Talk: FTorch: A Library To Couple PyTorch ML Models With Fortran Climate Models - M Archer

Keynote: Welcome Back - Matt White, Executive Director, PyTorch Foundation

Monarch: A Distributed Execution Engine for PyTorch - Colin Taylor & Zachary DeVito, Meta

Keynote: Towards Building Safe and Secure Agentic AI - Dawn Song, Professor, UC Berkeley

“Many-model” Time Series Forecasting: Scaling PyTorch Training Across 1000s...- V. Sridhar & S. Chen

Sponsored Session: Powering PyTorch: Decentralized Training for an Energy-Hungry Future - Greg Osuri

Scaling Inference of O(10K)-length Sequence Recommendation Models Using... - S. Joshi & K. Rajesh

Keynote: Welcome Back - Matt White, with Special Guest Joe Spisak, Meta

Scaling KV Caches for LLMs: How LMCache + NIXL Handle Network and Storage...- J. Jiang & M. Khazraee

Designing and Building Custom Reinforcement Learning Environments for Fine-tuning LLMs - N. Bantilan

Sponsored Session: Accelerating GenAI Inference: From AWS Deep Learning... - P. Nguyen & A. Zhao

Free Forever: Tubi CEO Anjali Sud Rules Out a Subscription Tier