Agentic AI: The Shift from Automation to Autonomous Action

Agentic AI: The Shift from Automation to Autonomous Action

Video by H2O.ai via YouTube
Agentic AI: The Shift from Automation to Autonomous Action

Agentic is in almost every AI conversation right now. Here is what it actually means, and how an agent differs from an assistant that only answers questions.

An AI agent takes a goal and works out the steps itself. Instead of someone manually pulling reports, running analysis and flagging accounts, the agent accesses the data, identifies at-risk customers, prioritizes them and surfaces the list ready to act on.

Terms covered:
– AI Agent: an AI that acts on a goal rather than responding to a prompt
– Agentic AI: systems that operate across multiple steps, decide along the way and adapt when something goes wrong
– Agentic: what the word signals when it describes a workflow, a platform or a process

Real examples: churn reduction in retail, patient follow-ups in healthcare, overnight compliance checks in financial services, live rerouting in logistics.

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#AgenticAI #AIAgents #AI #AIGlossary #H2Oai

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We shipped 207 WebGPU Kernels for Browser AI

We shipped 207 WebGPU Kernels for Browser AI

Video by Hugging Face via YouTube
We shipped 207 WebGPU Kernels for Browser AI

We shipped 207 WebGPU kernels for browser AI, all open source on the Hugging Face Hub, plus @huggingface/kernels, a library that loads, validates, renders and runs them for you.

This video walks through how it works: what an op is vs a kernel, why WGSL, and why we ship Jinja templates instead of fixed WGSL files. The browser picks the data types and workgroup sizes your device supports and builds the fastest kernel for that hardware.
Then two demos built on top of it: an attention mechanism with the tinyBERT weights in ~20 lines of JavaScript, and a 1M+ cell wave animation driven by a single matmul kernel, capped only by requestAnimationFrame.

Finally, Fleet: run the kernel benchmarks on your own GPU. The results help us optimize the kernels for the thousands of devices we can’t test ourselves.

Links
Blog post: https://huggingface.co/blog/webgpu-kernels
Kernel playground: https://huggingface.co/spaces/nico-martin/webgpu-kernels
npm: https://www.npmjs.com/package/@huggingface/kernels
Kernels on the Hub: https://huggingface.co/webgpu-kernels
Fleet: https://webgpu-kernels-fleet.hf.space/

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Why KubeCon + CloudNativeCon Is Essential for Growth

Why KubeCon + CloudNativeCon Is Essential for Growth

Video by CNCF [Cloud Native Computing Foundation] via YouTube
Why KubeCon + CloudNativeCon Is Essential for Growth

CNCF Ambassador Danielle Cook shares why connecting directly with the open source community at KubeCon + CloudNativeCon is essential for your growth.

Register for KubeCon + CloudNativeCon North America this November: https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/register/

#Shorts #KubeCon #CloudNative #CNCF #DevOps #PlatformEngineering

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How to Find and Fix Your Ugliest Open Source Vulnerabilities

How to Find and Fix Your Ugliest Open Source Vulnerabilities

Video by FINOS via YouTube
How to Find and Fix Your Ugliest Open Source Vulnerabilities

Dive into a deep SBOM demo to see exactly where your biggest enterprise security opportunities lie. From executing immediate patch-level upgrades to tightening CVSS thresholds, discover how to prioritize vulnerable libraries like Apache Struts. Explore how the FINOS OSERA framework helps organizations coordinate these critical updates efficiently without breaking production. #SoftwareEngineering #CyberSecurity #OSERA

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Vibe Analytics

Vibe Analytics

Video by Open Data Science and AI Conference via YouTube
Vibe Analytics

Vibe Analytics

Want to learn more about AI in person? Check out ODSC AI West 2026, coming to SF this October 27th-29th: https://odsc.ai/west

#DataScience #AI #ArtificialIntelligence #ODSCAI

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Hybrid Cloud Show – Episode 64

Hybrid Cloud Show – Episode 64

Video by The Late Night Linux Family via YouTube
Hybrid Cloud Show – Episode 64

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

Sean wonders about the best way to build a new platform and how opinionated it should be, and then Aaron and Shane think about buying a UPS.

https://hybridcloudshow.com/hcs64/

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From Factory Floor to Center Court | Wilson’s Supply Chain with SAP

From Factory Floor to Center Court | Wilson's Supply Chain with SAP

Video by SAP via YouTube
From Factory Floor to Center Court | Wilson's Supply Chain with SAP

What does it take to deliver world-class tennis equipment when every moment matters? For Wilson, performance starts long before center court.

Alex de Minaur trusts Wilson Sporting Goods to bring precision, speed, and consistency to every match. Behind that performance is a global supply chain designed to move as fast as the athletes who depend on it, connecting products, systems, data, and processes from factory floor to center court.

See how SAP helps Wilson build the operational agility, anticipation, and resilience needed to get the right products to the right place at the right time. Because when everything works together, teams are ready for anything.

Read the story on SAP News Center:
https://sap.to/6058BG6xAa

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Instagram: https://sap.to/6050BG6xAI
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Threads: https://sap.to/6052BG6xA0

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/6053BG6xAF

#SAP #SupplyChain #Wilson

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AI Security Breaches: Are We Surprised? #shorts

AI Security Breaches: Are We Surprised? #shorts

Video by TWiT Tech Podcast Network via YouTube
AI Security Breaches: Are We Surprised? #shorts

AI safety experts, seemingly surprised by security breaches in AI systems, overlook a critical point: insecure systems remain insecure, AI or not. The danger lies not in agent actions, but human behavior in deploying them. #AISecurity #Cybersecurity #AIEthics #TechTrends

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Linux May Have Just ESCAPED California’s Age Verification Law! (Windows Didn’t)

Linux May Have Just ESCAPED California's Age Verification Law! (Windows Didn't)

Video by Linux Tex via YouTube
Linux May Have Just ESCAPED California's Age Verification Law! (Windows Didn't)

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California just passed a law that puts an age verification check right inside your operating system- and Linux may have just escaped it. In this video, we break down California’s new age assurance law (the Digital Age Assurance Act and the AB 1856 amendment), what it actually means for Windows, macOS, and Linux users, and why open source operating systems like Debian, Fedora, Ubuntu, Arch, and Pop!_OS may be completely exempt while Microsoft and Apple are stuck building OS-level age checks.

We cover how California’s OS-level age verification actually works (spoiler: it’s a self-declared age bracket, not an ID upload), why Linux’s forkable, open source nature broke the law’s core assumption, and the licensing test that decides which operating systems are exempt. We also look at how System76- the Denver-based Linux company behind Pop!_OS- helped get this law rewritten, first in Colorado and then in California.

And no, the fight isn’t over. The bill is still sitting unsigned on Governor Newsom’s desk, app stores like Flathub and the Snap Store may not be protected, and states like Illinois, Texas, Utah, and Louisiana are writing their own completely different age verification laws.

If you care about Linux, open source software, online privacy, digital rights, or the future of operating systems, this one matters.

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#Linux #OpenSource #Privacy #California #AgeVerification #LinuxNews #System76 #PopOS #Debian #Fedora #Ubuntu

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