Hardware-Aware AI: Building Agentic Systems from Cloud to Edge with PyTorch, ExecuTorch AI agents are moving beyond chat interfaces and onto physical devices. In her upcoming session on Hardware-Aware AI at PyTorch Conference North America 2026, Kavya Sri Chennoju from @Arm will demonstrate how PyTorch, ExecuTorch, and Arm Device Connect work together to deploy AI agents safely onto edge hardware such as robot arms and wearables. Join the open source AI community in San Jose, October 20-21: hubs.la/Q04v4SL60 #PyTorchCon

Build AI on the edge with ExecuTorch at a two-day @Meta + @Arm hackathon at San Francisco State University. Students, developers, and AI enthusiasts can get hands-on experience building AI applications with ExecuTorch on Arm-powered devices, with technical talks, demos, workshops, and mentorship. Participants will also have the chance to collaborate with fellow builders, showcase their projects to judges from Arm and Meta, and compete for prizes and recognition. 🔗 Learn more and register: arm-executorch.devpost.com/?…

SqueezeSAM on-device, accelerated 🚀 With ExecuTorch and Arm SME2, SqueezeSAM image segmentation achieves up to 3.9× faster inference, reducing FP16 latency from over one second to ~300 ms on a single CPU core. This makes responsive, interactive on-device AI practical on mobile CPUs, no GPU required, while preserving headroom for richer user experiences. A strong example of how hardware-aware optimization and operator-level profiling can materially change what’s possible for on-device ML. 🔗 Read the blog: hubs.la/Q040Q9Rq0 👥 Gian Marco Iodice, Damien Dooley, Tyler Mullenbach, Jason Zhu hashtag#PyTorch hashtag#ExecuTorch hashtag#OnDeviceAI hashtag#OpenSourceAI hashtag#MachineLearning

PyTorch Foundation is heading to NeurIPS 2025 with a full program of workshops, sessions, and community events, including our joint booth with Cloud Native Computing Foundation (CNCF) and the Open Source AI Reception with CNCF, Anyscale, Featherless AI, Hugging Face, and Unsloth AI. Connect with PyTorch maintainers and ecosystem contributors throughout the conference this week. What to expect: Workshop: Agentic Development at the Frontier December 2, 4:00–5:00 PM PT Featuring Joseph Spisak, Davide Testuggine, Aksel Joonas Reedi, Zach Wentz, Daniel Han, Sanyam Bhutani, and Aakanksha Choudhery 🔗 hubs.la/Q03WkRbY0 Workshop: On Device/Edge AI December 3, 12:00–1:30 PM PT Featuring Cagatay Bilgin, Matthias Lecher, Andrey Tovchigrechko, Varun Khare, Vijay Janapa Reddi, Karan Goel, and Mitesh Patel 🔗 hubs.la/Q03WkMNd0 Evening Event: Open Source AI Reception December 3, 6:00–9:00 PM PT Hosted by PyTorch Foundation & CNCF with Anyscale, Featherless, Hugging Face, and Unsloth at Union Kitchen and Tap Gaslamp in San Diego 🔗 Register to secure your spot: hubs.la/Q03WkQMR0 Talk: Modular Agents and Orchestrated Coordination using Open Agentic Protocols December 4, 10:45–10:57 AM PT Featuring Matt White 🔗 hubs.la/Q03WkQwW0 Booth: Meet with Us in the Exhibit Sponsor Hall We’re proud to be a Diamond sponsor of NeurIPS 2025 alongside CNCF. Come visit us in the Exhibit Sponsor Hall A/B - Booth #723 #NeurIPS2025 #NeurIPS #OpenSource #OpenSourceAI #PyTorch