Debugging Production LLM Training Bit by Bit

Debugging Production LLM Training Bit by Bit

Video by PyTorch via YouTube
Debugging Production LLM Training Bit by Bit

Debugging LLM training in production is notoriously challenging because subtle bitwise errors can surface long before they ever trigger a spike in the loss curve.

Ziming Zhou, a PhD student at the University of Michigan and student researcher at ByteDance Seed, will give a talk at PyTorch Conference North America on how to address this challenge through OpGuard. OpGuard compares separate training runs bit by bit to pinpoint the precise initial operation where executions diverge.

Join us in San Jose, October 20-21, to learn how bitwise alignment delivers faster, more precise LLM training debugging: https://hubs.la/Q04v4SL60

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Why You Should be Using LLMs for Bug Detection #AITools #BugBounty

Why You Should be Using LLMs for Bug Detection #AITools #BugBounty

Video by FINOS via YouTube
Why You Should be Using LLMs for Bug Detection #AITools #BugBounty

AI bug detection has finally reached a tipping point for production software.

We examine how LLM code analysis leverages matrix math and fuzzy pattern matching to identify security flaws that previously required manual review. This shift is forcing open source maintainers to reevaluate how they handle incoming patches and vulnerability reports.

Subscribe for more technical breakdowns on the future of software security.

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ODSC AI West 2026!

ODSC AI West 2026!

Video by Open Data Science and AI Conference via YouTube
ODSC AI West 2026!

You can watch AI change from the sidelines.
Or spend three days learning how to build with it.

ODSC AI West brings 2,500 practitioners, engineers, researchers, and AI leaders to San Francisco for three days of hands-on learning, technical depth, and real conversations with the people building what comes next.

October 27–29, you’ll get access to:

– 125+ hands-on sessions
– 250+ speakers and instructors
– 9 focused AI tracks
– 300+ hours of content
– Networking with builders, practitioners, and AI teams
– An AI Expo Hall packed with tools, platforms, and emerging AI solutions

The people, skills, and ideas shaping AI in 2026 will be in one place.
The question is whether you’ll be there too.

🔥Fall Savings – 40% off
Register now: https://odsc.ai/west/

#ODSCAI #ODSCWest #AIEngineering #AgenticAI #MachineLearning

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Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai

To watch more videos like this, visit https://aiplus.training

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Linux After Dark – Episode 131

Linux After Dark – Episode 131

Video by The Late Night Linux Family via YouTube
Linux After Dark – Episode 131

Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux

It’s the FreeBSD challenge! We all get it running on a laptop and it’s great. Honest.

https://linuxafterdark.net/linux-after-dark-episode-131/

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This Week in Space 229

This Week in Space 229

Video by TWiT Tech Podcast Network via YouTube
This Week in Space 229

The new space age is upon us, and This Week in Space leaves no topic untouched. Every Friday, join Editor-in-Chief of Ad Astra magazine, Rod Pyle and Managing Editor of Space.com, Tariq Malik as they explore everything related to the cosmos.

You can find more about TWiT.tv and subscribe to our full shows at https://podcasts.twit.tv
Join our community at Club TWiT: https://twit.tv/clubtwit

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Meta Connect 2026 Recap

Meta Connect 2026 Recap

Video by Meta Developers via YouTube
Meta Connect 2026 Recap

Two days of Meta Connect 2026, ready whenever you are. 🏠
Watch the keynote and the developer state of the union for the biggest announcements, starting with the latest Muse models and coding agents. ✨

Next, dive into the developer sessions: build with Muse Spark and Muse Code, bring your mobile app or web app to AI glasses, see the next era of game creation on Horizon with Horizon Create and Horizon Studio, and start building for Meta VR Glasses with the v207 SDKs.

All of this plus blog recaps, documentation and more. Get started at the link in the comments. 🔗

#MetaConnect #MetaAI #AIGlasses #Horizon #MetaVR

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⚡Empower Open Edge Computing on RISC-V – Tiejun Chen, RISC-V International

⚡Empower Open Edge Computing on RISC-V - Tiejun Chen, RISC-V International

Video by PyTorch via YouTube
⚡Empower Open Edge Computing on RISC-V - Tiejun Chen, RISC-V International

LF Edge – Linux Foundation Edge, is aiming to establish an open, interoperable software framework for edge computing, independent of hardware, silicon, cloud, but limited on x86 and arm. Meanwhile, open hardware like RISC-V are gaining ground in IoT and embedded systems, with furthering the expansion of edge computing. We believe the blend of such a open edge software, open RISC-V hardware with open LF Edge can herald a new era of empowering Open Software on Open Hardware, to unlock the power of edge computing everywhere.

He we’d like to review how we enable-to-build modern edge platform on real RISC-V hardware platform in the real world by walking through current state, benefits, challenges, and our solutions. Especially, we will demonstrate this with great demo by enabling LF Edge project like EdgeX and edge AI to RISC-V Linux and further show this on heterogeneous hardware platforms along with Linux by deploying on multiple arches as needed.

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10 Years of Cilium: Connecting, Securing, and Simplifying the… Liyi Huang, Tingjin Ye & Yashi Su

10 Years of Cilium: Connecting, Securing, and Simplifying the... Liyi Huang, Tingjin Ye & Yashi Su

Video by CNCF [Cloud Native Computing Foundation] via YouTube
10 Years of Cilium: Connecting, Securing, and Simplifying the... Liyi Huang, Tingjin Ye & Yashi Su

Don’t miss out! Join us at our next KubeCon + CloudNativeCon event in Salt Lake City, United States (Nov 9–12, 2026). Connect with our current graduated, incubating, and sandbox projects as the community gathers to further the education and advancement of cloud native computing. Learn more at https://kubecon.io

10 Years of Cilium: Connecting, Securing, and Simplifying the Cloud Native Stack – Liyi Huang, Isovalent (Cisco), Tingjin Ye, ANTA Sports Products Limited & Yashi Su, Alibaba Cloud

Join us as we celebrate a decade of Cilium, now the de-facto standard CNI for Kubernetes and a cornerstone of cloud native networking and security. This session provides updates on the latest Cilium release and highlights how its unified eBPF-powered stack is transforming Kubernetes environments and beyond by replacing fragmented toolchains with seamless, secure, scalable, and simplified solutions.

We’ll showcase how Anta Group used the ‘Less is More’ approach in their data center architecture by consolidating core networking, load balancing, and observability into Cilium and how Alibaba is using Tetragon to secure AI agents beyond just prompt guardrails. These stories will demonstrate how Cilium is streamlining operations and reshaping the cloud native stack, cementing Cilium’s role as the networking and security data plane for modern infrastructure for the next decade to come.

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