Build a News Roundup With Docker Agent | Docker

Create a local news roundup workflow with Docker Agent, a custom skill, Docker Model Runner, and Qwen3.5-4B for structured tech briefings.

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Unlock the power of AI & machine learning with Osiz Labs!

Learn to build intelligent systems, work on real-world projects, and future-proof your career with expert guidance.

Explore more: https://www.osizlabs.com/blog/ai-and-ml-course-in-madurai

#AIML #ArtificialIntelligence #MachineLearning #OsizLabs #LearnAI #TechCareer #FutureTech #CareerGrowth

Google Patented A System To Let AI Change Your Page From Search Results. You thought the AI summary feature was a bad idea. Archive: ia: https://s.faithcollapsing.com/jbafz https://s.faithcollapsing.com/pww64#advertising #internet #technology #ai-ml #google #search

In the Old Days (2003-2004), a guy in the US called Julian Bleecker developed a portable WiFi node called wifi.bedouin which he toted around in a backpack. I was enthralled! Imagine being able to do that! I felt I'd like to do the same but I had very little money, lived in the UK and wasn't at Uni. Even so, I had a go, and my version - "Billy Nomad/YARWAP" was born. YARWAP=Yet Another Roaming Wireless Access Point ☺️

I wrote it up as I went along and today rediscovered the PDF, which is available for you reading pleasure at https://petergarner.net/projects/YARWAP-The_Billy_Nomad_Project.pdf and Julian's is at https://nearfuturelaboratory.com/projects/en/wifi-bedouin/

I did actually take it outside a couple of times for testing, but in those days so few people had mobile devices that did WiFi, that it didn't really achieve its objective. Enjoy!

#roaming #wifi #MobileComputing #Freebsd #AIML

Google Patented A System To Let AI Change Your Page From Search Results.

TL;DR: Google patented a system that will silently swap out your page for an AI generated one if they want to. It is time to stop using Google search.

There are quite a few people who have been annoyed at Google’s AI summaries and promoted search results. To those people: You made the right choice.

If you’re still relying on tricks like adding a bit to the end of your search or an extension, this news from Forbes indicates that soon won’t be enough. (1)

A patent granted to Google on January 27, 2026 titled “AI-generated content page tailored to a specific user” describes a system that evaluates your company’s landing page in real time and, if it decides the page won’t perform well enough for a specific user, replaces it with an AI-generated version assembled on the fly. The user never sees what your team built, they see what Google’s machine learning model thinks they should see instead.

The system described is not just a summary on the search. The article says this system will invisibly change what the user sees instead of your site, changing what is presented in your browser.

That alternative page isn’t a cached copy of your site. It’s a dynamically assembled page built from the user’s current query, their search history, their account context, and whatever Google can extract from your original page. The patent describes possible elements including personalized headlines, suggested product filters, a product feed, sitelinks to product detail pages, and even an embedded AI chatbot. In other words, a complete brand experience built by Google. Not you.

This is terrifying. Even if you use a different search engine, Google is the “default” for so many people that it’s practically a common noun. This is a degree of change and control over what others see that nobody should have.

And you can stop it.

How?

Stop. Using. Google.

If you don’t like those AI summaries and don’t want it to get worse, you have to vote with your (virtual) feet. That’s it. Change the default search engine, everywhere you can, and stop using products that won’t.

This is something you can do that has real results, as we can see with Microsoft’s floundering from shoving Copilot into everything and users, en-masse, simply not using it. The company is changing what they are doing as a result.

The same has to happen here.

I personally use — and recommend — Kagi for search. It’s a paid service, but their argument for why it’s worth being paying for makes a lot of sense to me, and I’m very happy with the results. DuckDuckGo is frequently mentioned, as is Brave, but there are loads of search engines that respect your privacy, and if you want, you can use (or even self-host) SearXNG.

(1) The viewpoint from the Forbes article presumes this is a bygone conclusion, and focuses on how businesses can cooperate with this, and make the web less friendly for humans and more useful for AI.

If there’s one insight we all need to focus on most, it’s this: your job is no longer to build a destination. It’s to build a parts library. And one that’s well documented so that when an AI agent re-assembles those parts for the human on the other side, the parts are put together in a way you wish to be represented.

As a technical matter, this is simply bullshit. Delivering different content depending on the capabilities of the viewer has been around since MIME/Multipart email was first developed last century. Delivering sitemaps and mobile-optimized pages is a matter of course, and has been for years.

#AIML #google #search
#AIML Thinking - Fast, Slow, and Artificial: How AI is Reshaping Human Reasoning and the Rise of Cognitive Surrender https://doi.org/10.31234/osf.io/yk25n_v1 (Steven Shaw, Gideon Namve 2026-01-11): https://ssrn.com/abstract=6097646
OSF

Observability, AI/ML and GPUs are major themes in this week's #KubeCon Europe.
More interesting is the synergy between these themes among the talks.

Cool, as #OpenSearch V3 has new capabilities combining all these themes 😁

https://linkedin.com/feed/update/urn:li:activity:7442087867662692352/

#observability #AIML #GPU #KubeConEU #AI #ML
#OpenSearchAmbassador @OpenSearchProject

Gone are the days when skipping a digital upgrade just meant your fax machine collected more dust; in 2026, ignoring AI services for businesses is Learn why businesses are adopting AI services in 2026. Explore benefits like automated workflows, improved data insights, and enhanced customer experiences driving AI adoption.

Read More: https://www.biztechcs.com/blog/why-companies-use-ai-services-key-benefits-in-2026/

#ai #aiml

Top Benefits of Why Businesses Choose to Use AI Services in 2026

Gone are the days when skipping a digital upgrade just meant your fax machine collected more dust; in 2026, ignoring AI services for businesses is Learn why businesses are adopting AI services in 2026. Explore benefits like automated workflows, improved data insights, and enhanced customer experiences driving AI adoption.

BiztechCS

How to Run Claude Code with Docker: Local Models, MCP Servers, and Secure Sandboxes
#Products #AIML #Docker #DockerMCPToolkit #DockerModelRunner #DockerSandbox

https://www.docker.com/blog/run-claude-code-with-docker/

Claude Code with Docker: Local Models, MCP, Sandboxes | Docker

Run Claude Code with Docker Model Runner, connect tools via MCP servers, and use secure sandboxes so agents can act with control.

Docker

Flexibility Over Lock-In: The Enterprise Shift in Agent Strategy
#Enterprise #Research #AIML #Docker

https://www.docker.com/blog/enterprise-shift-in-agent-strategy/

Flexibility Over Lock-In: The Enterprise Shift in Agent Strategy | Docker

Learn how teams cut complexity and prepare for multi-model, multi-tool, and multi-framework agents, while avoiding vendor lock-in in their agent workflows.

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