All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
You start with nothing, then you move. And you keep on moving till you can't get any more, then you're [music] done. StatQuest, bam. Hello, I'm Josh Starmer and welcome to StatQuest. Today, we're going to talk about optimization with linear programming main ideas. Specifically,…
[Переведено AI. Отправляйте исправления на criblate.com] Каждый раз, когда я делаю одно из таких видео, иногда случается особый момент, когда сам процесс анимации сводится к решению целой кучи мелких технических головоломок, и потом математика, которую я пытаюсь объяснить, вдруг…
We're going to find the optimal solution one row at a time. Stack Quest. Hello, I'm Josh Starmer and welcome to Stat Quest. Today we're going to talk about the simplex algorithm and we're going to go through the mathematical details. This stack quest is brought to you by the…
Sometimes drop out is all you [music and singing] need. Hooray! StatQuest. Hello, I'm Josh Starmer and welcome to StatQuest. Today we're going to talk about the GELU, SELU, and SWIGLU activation functions and they're going to be clearly explained. This StatQuest is brought to…
[Submit subtitle corrections at criblate.com] When you encode text into binary, it's often nice to use as little data as possible, so you might naturally wonder, is there some kind of fundamental limit on how efficiently text can be compressed? The default encoding with ASCII is…
Hibernate and Evolving: Taming OpenClaw With OpenKruise Agents - Zhang Zhen, Alibaba Cloud
Clearly like models are exciting. You know, as an engineer, I always love going playing with the latest model out there. There seems to be so many of them out there that you could choose from, which is great. And I'm happy to see there's a lot of open options out there. But I…
Hey everyone. Thank you everyone for joining. Yeah, as Milly said, I'm the founder of Zalando, but I'm also maintainer at Open Everest. And if I were giving this talk with a better title, I would say that it's from vendor lock-in to true open source. What Open Everest does in a…
Project Lightning Talk: Multi-cluster Orchestration System: Karmada Updates and ... - H. Ren & Y. Ci
Project Lightning Talk: Run Sandbox Securely and Cost-Effectively With OpenKruise Agents - Z. Zhen
Thank you. Hi everyone. Welcome to my session. My name is Emily. I'm a CNCF ambassador and I'll be talking about the Headlamp project, which I find very cool personally. So, for those of us that work in the cloud-native field, we spend a lot of time writing kubectl in the…
Beyond Multimodal: Building Full‑Modal AGI Via Open‑Weight - Ryan Lee, MiniMax
Dragonfly V2.5.0 - Intro, Updates, Data Distribution in AI Infrastructure - Wenbo Qi & Chenyu Zhang
Tidal Auto-scaling for Training and Inference Based on Kubernetes + KEDA - Jun Zheng & Tan Pei Xiang
Project Lightning Talk: Atlantis: Terraform Pull Request Automation for Cloud Native Teams - R. Chen
Jonathan Polasky, Samsung Tech, Samsung, Samsung, marker, Korean Samsung Tech, Samsung. CNCF, the learning path is open to many, the learning path, everything is pi-touch, the learning path, the layer of her, the jungle of the sun, her, you burn them. Becomes a call. Native color, come, open to layer,...
Years of Cilium: Connecting, Securing, and Simplifying the Cloud Nat... - L. Huang, T. Ye & Y. Su
Hi, I'm Majid from Intel Research India, and I'm excited to be speaking at PyTorch Conference North America this October. I'll be talking about efficient mixture of experts LLM inference on using VLLM and OpenVINO, and how we can efficiently run these models on ARM CPUs. If…
Evolving Argo Workflows for AI: New Features, Tuning, and Multi-Tenant Isolation - S. Tian & Y. Su
Project Lightning Talk: KubeEdge Everywhere: Latest Project Update With Industrial Cases - H. Zhang
All right. Uh, thanks for joining today and um, so my name is Daniel uh, from Redhead and also IBM from Boston. It's a long way. Uh, we got here a couple days ago and then but we still a little bit jet lag. Anyway, so so we're going to talk about little bit about the…
Hi, I'm Rishi from AMD. Within distributed training, communication is one of the primary bottlenecks, and limiting the time spent on communication can massively boost end-to-end performance. We investigate this hypothesis by integrating work from the Rickle team to use…
Hello everyone, I'm Sadiq Allah. I'm a PyTorch Ambassador and an open source developer at IBM. I'll be at the PyTorch conference 2026 in San Jose and I'm excited about many things. About learning, meeting fellow ambassadors, catching up with friends in the community and…
Hello, my name is Souvik and I work at hugging face. I'm going to be at the PyTorch conference 2026 and I will be talking about how you can get started with using the PyTorch profiler on your models. And how you can extract the maximum efficiency from them. Come join us on…
Здравствуйте, я Лиз Ли из AMD. >> Здравствуйте, я Джек Хуай из AMD. >> Современные рабочие нагрузки ИИ зависят от растущего спектра специализированных ядер GPU, и ни один бэкенд генерации ядер не является оптимальным для всех форм операторов и архитектур. Мы исследуем эту…
Hi, I'm G from Google. >> I'm Colin from Meta. >> I'm Angela from Meta. >> We are going to be speaking at the PyTorch conference San Jose about new VLM and SG learn engines built on a new PyTorch native TPU backend torch TPU. >> Rather than build a new serving engine or porting…
So we know the Earth is getting warmer. We understand climate change at a big picture, but we're struggling to predict the details of what that means for the Earth. NeuralGCM is a new kind of atmospheric model. We feel it has potential to transform how we understand climate.…
- In India, we've got 1,300+ languages. There's a saying here, every mile the taste of water changes and every four miles the language changes. - If you travel from one state to another, even one district to another district, you find it difficult to communicate. What will…
Hi there. I'm Priya Nagpurkar, VP of AI Native Systems at IBM Research. I'll be at the PyTorch Conference in San Jose, where the open source AI community will gather to talk about what we're all building together. >> [music] >> On Wednesday, October 21st, I'll be giving a…
Masahiro Tanaka will present “DeepSpeed Is Not Just ZeRO: Tensor, Sequence, and Expert Parallelism with ZeRO-Level Usability” at PyTorch Conference North America 2026. The session will cover DeepSpeed’s AutoTP, AutoSP, and AutoEP capabilities for tensor, sequence, and expert…