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The Report Minimum Technical Performance Requirements for IMT-2030 (6G) was formally finalized at the 51st meeting of ITU-R Working Party 5D (WP 5D), which concluded on 12 February 2026. It marks the official transition of 6G from vision and concept to the implementation phase, laying a solid foundation for the subsequent submission and evaluation of candidate technology proposals, as well as the development of globally unified standards. This report systematically defines multiple key performance indicators that 6G radio interface technologies shall meet. For example, peak network capacity in large-scale networking, ubiquitous determinism and composite requirements, among other factors, are posing…

In this article, you will learn how key-value (KV) caching eliminates redundant computation in autoregressive transformer inference to dramatically improve generation speed. Topics we will cover include: Why autoregressive generation has quadratic computational complexity How the attention mechanism produces query, key, and value representations How KV caching works in practice, including pseudocode and memory trade-offs Let’s get started. KV Caching in LLMs: A Guide for DevelopersImage by Editor Introduction Language models generate text one token at a time, reprocessing the entire sequence at each step. To generate token n, the model recomputes attention over all (n-1) previous tokens. This creates…

I use AI a lot. But if I’m being honest, most of the time it feels like working with a brilliant intern who never actually touches the keyboard. It tells me what to do, suggests steps, and even drafts the perfect response. Yet I’m still the one switching tabs, filling forms, copying data, and stitching everything together. If you’ve used AI regularly, you probably relate. But what if AI could actually execute those steps for us? Not just guide us, but take action. That would feel like AI being used to its full potential. That’s exactly what Perplexity is now…

As digital sovereignty becomes a strategic requirement, organizations are rethinking how they deploy critical infrastructure and AI capabilities under tighter regulatory expectations and higher risk conditions. Microsoft’s approach to sovereignty is grounded in enabling enterprises, public sectors and regulated industries to participate in the digital economy securely, independently and on their own terms. The Microsoft Sovereign Cloud brings together productivity, security and cloud workloads to span both public and private environments. Customers can choose the right control posture for each workload, through a continuum of sovereign options protecting against fragmenting their architecture or increasing operational risk. Trust is built on confidence: confidence that data stays protected, controls are enforceable and operations can continue under real-world…

OpenClaw has fixed a high-severity security issue that, if successfully exploited, could have allowed a malicious website to connect to a locally running artificial intelligence (AI) agent and take over control. “Our vulnerability lives in the core system itself – no plugins, no marketplace, no user-installed extensions – just the bare OpenClaw gateway, running exactly as documented,” Oasis Security said in a report published this week. The flaw has been codenamed ClawJacked by the cybersecurity company. The attack assumes the following threat model: A developer has OpenClaw set up and running on their laptop, with its gateway, a local WebSocket…

Nike is filling its vacant chief sustainability officer post from within, tapping Cimarron Nix, a nine-year veteran of the footwear company’s sourcing and manufacturing operation currently based in Singapore.  The well-respected Nix will report to Chief Operating Officer Venkatesh Alagirisamy, who announced her appointment in an internal email shared with Trellis. “She and her team will continue to deliver measurable progress toward our sustainability targets while helping shape the vision and priorities for our extended team of sustainability experts embedded across the enterprise,” Alagirisamy wrote. Nix, whose appointment is effective March 15, will be moving to Nike’s headquarters in Beaverton,…

Many moons ago I had the idea that I would like for an agentic system to be able to access my e-mail servers. That came to me when I automated collecting incoming invoices for my company with a make.com workflow. But that didn’t amount to much until OpenClaw hit the world’s stage. The second key project besides SwiftMail was SwiftMCP. Those two together were the first link I had between ChatGPT and my e-mail server. SwiftMCP exposes an OpenAPI interface which you could connect to custom GPTs to query and read your emails. And of course as local MCP server…

In the first few months since the Arduino UNO Q was introduced, people have formed many different opinions about it. Some love the enhanced computational horsepower and the ability to run Linux, while others find the App Lab environment confusing and restrictive. Whatever side of the fence you find yourself on, one thing is certain — it is very different from the Arduino boards that came before.Along with the change has come a lot of uncertainty about what this board is really good for. With its STM32H5 coprocessor, it can do all the things an UNO is typically used for.…

Quick, name the app that just became the number one free app in the U.S. App Store. No cheating. Here’s a hint. It’s an AI app that has recently made the headlines thanks to an ongoing dispute with President Donald Trump. The app is Claude, an AI chatbot developed by Anthropic. Last week, a feud between Anthropic CEO and co-founder Dario Amodei and President Trump hit the headlines.The feud revolves around a rumored $200 million contract between the Pentagon and Anthropic. The government demanded that it have unrestricted use of Claude models. However, Anthropic and Dario Amodei refused to allow the…

When it comes to software development, .NET is one of the most versatile development platforms to build both desktop, web, cloud, IoT, and mobile applications. .NET has proven to be a performant, stable, and flexible framework with simple customization and quick turnaround time over a number of years. However, finding the right .NET development specialists can be quite complicated, especially if the search is narrowed down to the local market. Therefore, many companies start looking for highly-qualified specialists not only in their area but also in various outsourcing locations like Eastern Europe, Latin America, India, etc. Poland is considered one…