open source

Video by H2O.ai via YouTube

Processing language and truly understanding it are two different things. Here is the line between them, and the bigger ambition sitting behind both.

Terms covered:
– NLP (Natural Language Processing): translating, classifying, extracting and detecting sentiment. Taking raw text and doing something meaningful with it.
– NLU (Natural Language Understanding): a subset of NLP focused on intent, meaning and context. Recognizing that "I want to cancel" signals a customer about to churn, not just four words typed.
– AGI (Artificial General Intelligence): a hypothetical AI that reasons and performs across any domain the way a human can

From processing, to understanding, to reasoning.

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AI Fundamentals Glossary | H2O.ai University
Full playlist: https://www.youtube.com/playlist?list=PLAWKlIKS-66E
Free courses and certifications: https://h2o.ai/university

#NLP #NLU #AGI #AIGlossary #H2Oai

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Video by OpenCV via YouTube

Click-Ins runs inspections for insurers, rental fleets and dealerships from ordinary phone photos. The models behind it are trained almost entirely on rendered data: 3D vehicle models with procedurally generated dents, scratches and deformations across makes, colors, lighting and backgrounds, auto-annotated at the pixel level.

In this episode CEO Dmitry Geyzersky will cover how the pipeline works, where synthetic data holds up against real-world imagery and where it breaks, and what it took to close the gap in production. If you’ve weighed synthetic data for your own inspection or QA problem, this is a practitioner’s view of what actually deploys.

OpenCV is a 501(c)(3) registered non-profit in the United States. See how you can support open source CV & AI: http://opencv.org/support/

Watch along for your chance to win during our live trivia segment, and participate in the live Q&A session with questions from you in the audience.

Become a paid member of the channel to help us make more episodes https://www.youtube.com/channel/UCkrcW82Y2kbgU-U9RaYfgxw/join

Got a cool project of your own? Send it to us and you may be featured https://www.jotform.com/form/233105358823151

Thumbnail by Natalia de la Rosa natdlrs.com

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Video by PyTorch via YouTube

PyTorch Foundation Governing Board Member, Fred Li of Huawei describes how the first ever PyTorch Conference China 2026 brought to together open source projects to collaborate and grow the global community.

The joint KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026 was a big success.

Read the recap about PyTorch Conference China 2026: Advancing the Open Source AI Stack at: https://pytorch.org/blog/pytorch-conference-china-2026-advancing-the-open-source-ai-stack/

We can build a bright future together!

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Video by CNCF [Cloud Native Computing Foundation] via YouTube

Join Lebin Cheng of RailXia at KubeCon + CloudNativeCon North America, November 9-12 in Salt Lake City, Utah.

Lebin and Yusheng Zheng will present “Beyond Harnesses and Sandboxes: Runtime Protection for AI Agents with eBPF,” a poster presentation exploring ways to gain visibility into agent activity and protect sensitive data.

Explore the presentation:
https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/program/schedule/?id=1242966

Save your spot:
https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/register/

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Video by FINOS via YouTube

Can a single prompt really trigger a US government ban on open-source AI?

We examine how specific AI models are being used to automatically detect and patch software bugs, highlighting the power of modern open-source tools. This breakdown explores the technical capabilities that have security experts concerned about the speed of automated vulnerability remediation.

Subscribe for more technical breakdowns on modern AI systems.

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Video by The Late Night Linux Family via YouTube

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

The Steam Frame is finally here and it’s not quite as expensive as we feared. Graham was selected in the lottery but will he actually buy one? We finally talk about Omarchy, its huge fundraising effort, and why we are disappointed in companies who are contributing. Plus LibreOffice’s enviable download numbers. With guest hosts Andy from Linux Dev Time, and Shane from Hybrid Cloud Show.

https://latenightlinux.com/late-night-linux-episode-404/

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Video by SAP via YouTube

See how Semos Cloud uses SAP Business Data Cloud and SAP Business AI Platform to help HR teams connect trusted people data with AI-powered employee experiences.

Semos Cloud delivers people and culture intelligence solutions across employee recognition, communications, feedback, surveys, engagement, rewards, and talent development. In this video, Semos Cloud shares why a strong data layer is critical for building intelligent applications and AI agents that can reason with accuracy, context, and trust.

With SAP Business Data Cloud, Semos Cloud can help customers access a single source of truth and prepare HR data for AI agents through SAP’s business data foundation and knowledge graph. What once required extensive manual data collection, aggregation, and integration can now be accelerated significantly, helping SAP customers and partners move faster with trusted data.

Semos Cloud also explains how SAP Business AI Platform has become a force multiplier for its development teams. Using capabilities such as Joule Studio CLI, A2A protocol, and SDK support, the company has built and delivered 26 domain-specific AI agents for employees, managers, key users, HR teams, finance teams, and more. These agents are designed to support real work across the enterprise, helping customers uncover insights, personalize experiences, and make faster workforce decisions.

Explore SAP Business Data Cloud:
https://sap.to/6050BGdjRk

Follow us on social:
LinkedIn: https://sap.to/6051BGdjRZ
Instagram: https://sap.to/6052BGdjRw
Facebook: https://sap.to/6053BGdjRb
Threads: https://sap.to/6054BGdjRj

About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://sap.to/6055BGdjRd

#SAPBusinessAI #SAPBusinessDataCloud #EmployeeExperience

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Video by TWiT Tech Podcast Network via YouTube

MacBreak Weekly covers all things Apple: Leo, Andy Ihnatko, Jason Snell, and Christina Warren analyze every bit of news from the most interesting company in tech. From AI to Vision Pro, iPad to iPhone, these Apple experts know-all and tell-all.

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

About us:
TWiT.tv is a technology podcasting network located in the San Francisco Bay Area with the #1 ranked technology podcast This Week in Tech hosted by Leo Laporte. Every week we produce over 30 hours of content on a variety of programs including Tech News Weekly, MacBreak Weekly, Windows Weekly, Security Now, Intelligent Machines, and more.

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Video by Meta Developers via YouTube

We believe the future is for everyone, so we’re putting superintelligence in everyone’s hands. The Developer State of the Union is live: what’s shipping, what’s in preview, and what’s changing across our SDKs, APIs, and tooling. This is the surface you’ll build on. Plus where to start today.

During the livestream, you can experience the virtual content in a number of languages on Meta.com/connect

Following the livestream, you can watch our developer session content here (developers.meta.com/connect)

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