Beginner Lessons

The OpenMDW License Agreement: Simple, Permissive Terms for AI Model Materials - Steve Winslow

PyTorch-Native Stack for Agents - Allen Wang & Davide Testuggine, Meta

The Ultimate Content Strategy | @OmarEltakrori

Using Custom Evaluators During Training | Datawizz

New Way Now: Mobile services get smarter at LG U+ with help from Google AI

Build Intelligent AI Apps: Introduction

Stop Writing Manual Validation Code in Python

Have you used Langchain before?

STOP using RAG for Everything, Do this (ft. Tiger Data)

Will AI Cause a Global Depression? | Simply AI Explained

comma ai | You've been asking for this... | github.com/commaai/opendbc | a Python API for your car

How Search Off the Record tackles SEO and web development

Learn to Use AI Tools Like ChatGPT — Free Beginner Course

Everything AssemblyAI Released in October – 90 Second Update

vLLM: Easy, Fast, and Cheap LLM Serving for Everyone - Simon Mo, vLLM

Frontiers of Agentic AI - Chi Wang, Google DeepMind & AutoGen (AG2)

Startup Showcase

Breaking Heterogeneity Barriers: Unified Cloud-to-Robot AI System SW Stack for... - Yonghua Lin

Agent2Agent Protocol and the Future of Agent Collaboration - Chitra Venkatesh, Google

Building and Sharing Reliable AI Agents with BeeAI - Sandi Besen, IBM

Coding with AI - Chip Huyen, Tep Studio

Keynote: Framing the Frontier of Machine Intelligence - Joe Spisak, Meta

Keynote: Scaling Intelligence: Infrastructure as the Foundation - Joe Spisak, Product Director, Meta

Environments and Benchmarks for Cybersecurity Agents - Andy Zhang, Stanford University

Can Reinforcement Learning Lead to AGI? - Daniel Han, Unsloth

Panel Discussion: Beyond the Leaderboard... - Jeremy Howard, Rebecca Qian, Haifeng Xu, Shishir Patil

SkyRL: A Modular RL Library for LLM Agents - Sumanth Hegde, Anyscale & Tyler Griggs, UC Berkeley

ExecuTorch 1.0: General Availability Status for Mobile and Embedded...- Mergen Nachin & Cemal Bilgin

Keynote: Robot Foundation Models - Sergey Levine

Keynote: Enabling PyTorch’s Thousand Ops for Software First Silicon Design - Andrew Ling

Lightning Talk: KernelBot: The World's First Competitive GPU Programming Platform - Mark Saroufim

Sponsor Keynote: Build AI Anywhere with ROCm™ Software: AMD and PyTorch Bring... - Anush Elangovan

Lightning Talk: Challenges and Standardization in PyTorch Ecosystem... - Zesheng Zong & Ashok Emani

Sponsored Session: Lightning Talk: Improving Drug Discovery with Machine Learning... - Simon Axelrod

Lightning Talk: What's New in Torch.onnx - Maanav Dalal & Justin Chu, Microsoft

Sponsored Session: Distributed Training in PyTorch: Zero to Hero - Corey Lowman, Lambda Labs

Multi-Accelerator PyTorch Serving With NxD Inference and vLLM - Yahav Biran & Liangfu Chen, Amazon

Lightning Talk: Improved GEMM and SDPA Performance on ROCm With Composable Kernel - Andres Lugo, AMD

Helion: A High-level DSL for Kernel Authoring - Jason Ansel, Meta

Lightning Talk: In-Cluster Distributed Checkpointing: Optimizing Training... - G. Kroiz & S. Mishra

Beyond TorchScript: The Future of C++ Inference in PyTorch - Sherlock Huang, Meta

Serving PyTorch LLMs at Scale: Disaggregated Inference With Kubernetes and Llm-d - M. Ayoub & C. Liu

Lightning Talk: Model Checkpoint Compression With OpenZL - Nick Terrell & Teja Rao, Meta

Keynote: Building the Open Agent Ecosystem Together: Introducing OpenEnv- Joe Spisak, Lysandre Debut

Lightning Talk: A Stable Limited LibTorch ABI? How?! (and Why?) - Jane Xu, Meta

Lightning Talk: But How Do You Autograd Through Your Simulator? Making a... - R. Dagli & S. Lamba

Kimi K2 and Our Contributions to Open Source - Yuxin Wu, Moonshot AI

Maximizing Luck in Reinforcement Learning - Daniel Han, Unsloth