“We didn’t want to just put a different sticker on it,” Vachon said. “We wanted to give the opportunity for operators to recertify their infrastructure so at least you’ve now got this very competitive infrastructure.” Testing occurs on live production networks. The automated testing platform can be completed in days once technical preparation is finished. Organizations pay once per certification with predictable annual maintenance fees required to keep certifications active. Optional retesting can refresh certification test records. Carrier Ethernet for AI The Carrier Ethernet for AI certification takes the business certification baseline and adds a performance layer specifically designed for…
Author: admin
Storage and sync are important, especially for someone like me who works across devices. I’ve gone through several cloud storage options: OneDrive, Google Drive, and Dropbox, to name a few. While each serves a purpose, none of them is ideal for me. They offer convenience and tight platform integration, but they fall short on data control, long‑term flexibility, and handling truly massive files. Pydio Cells is a storage and sync option that gives me back control of my data and is built to handle my large files easily. I self-host it for free, and it is simply more suited to…
TL;DR Disambiguation is the process of resolving ambiguity and uncertainty in data. It’s crucial in modern-day SEO and information retrieval. Search engines and LLMs reward content that is easy to “understand,” not content that is necessarily best. The clearer and better structured your content, the harder it is to replace. You have to reinforce how your brand and products are understood. When grounding is required, models favor sources they recognize from training data The internet has changed. Channels have begun to homogenize. Google is trying to become something of a destination, and the individual content creator is more powerful than ever. Oh,…
The Digital Services Act (DSA) Human Rights Alliance has, since its founding by EFF and Access Now in 2021, works to ensure that the European Union follows a human rights-based approach to platform governance by integrating a wide range of voices and perspectives to contextualise DSA enforcement and examining the DSA’s effect on tech regulations around the world.As the DSA moves from legislation to enforcement, it has become increasingly clear that its impact depends not only on the text of the Act but also how it’s interpreted and enforced in practice. This is why the Alliance has created a set…
Ravie LakshmananJan 28, 2026Vulnerability / Open Source A critical sandbox escape vulnerability has been disclosed in the popular vm2 Node.js library that, if successfully exploited, could allow attackers to run arbitrary code on the underlying operating system. The vulnerability, tracked as CVE-2026-22709, carries a CVSS score of 9.8 out of 10.0 on the CVSS scoring system. “In vm2 for version 3.10.0, Promise.prototype.then Promise.prototype.catch callback sanitization can be bypassed,” vm2 maintainer Patrik Simek said. “This allows attackers to escape the sandbox and run arbitrary code.” vm2 is a Node.js library used to run untrusted code within a secure sandboxed environment by…
Scaling an HVAC company is no longer just about expert technicians and reliable service. In today’s digital-first world, even the most established firms must rethink how they attract and retain customers. How can companies in the heating and cooling industry expand their reach and boost revenue? Exploring digital outreach is now essential for sustainable growth. Digital Foundations: Building Visibility and Trust In the early stages of expansion, HVAC companies must prioritize digital visibility. Establishing a strong online presence involves more than creating a basic website; it requires a comprehensive approach to search engine optimization, content marketing, and customer engagement. For…
NEED TO KNOW Bill Belichick will reportedly not be inducted into the NFL Hall of Fame during his first year of eligibility, after failing to secure the 40 out of 50 votes neededReports claim that the former New England Patriots coach was “puzzled” and “disappointed” with the news that he would not be entering the Hall of FameSeveral NFL athletes expressed their disbelief and outrage over the snub following the reports Bill Belichick will reportedly not be inducted into the NFL Hall of Fame during his first year of eligibility — leaving several top NFL athletes and coaches baffled. The…
In today’s world, almost everything we do—shopping, studying, working, or even socializing—happens online. While the internet has made life easier, it has also opened the door to new risks. Cybercriminals, hackers, and even shady companies are constantly looking for ways to steal or misuse our personal data. From bank details to photos, from social media accounts to medical information—your digital identity is always at risk if not protected. This guide will help you learn how to protect personal data online in simple steps. Whether you’re a student, professional, or just someone who uses the internet daily, these tips will keep…
Introduction: The Digital Money Revolution Money has always been at the center of human progress. From gold coins in ancient markets to paper money and now online banking, the way we exchange value keeps evolving. Today, one of the biggest shifts in the financial world is cryptocurrency—a form of digital money that works without banks or governments controlling it. If you’ve ever wondered, What exactly is cryptocurrency? How does it work? And how can someone get started with it?—this guide is for you. We’ll break everything down step by step in simple words so even a beginner with no financial…
Introduction: Why Micro Jobs are Becoming Popular In today’s digital world, making money online is no longer just for freelancers with big projects or professionals with years of experience. Many people now earn steady income by completing micro jobs (also called microtasks). These are small, simple tasks that anyone with a smartphone, laptop, or internet connection can do. Whether you’re a student, stay-at-home parent, or someone looking for extra income, micro jobs are one of the fastest and easiest ways to get started. Unlike traditional jobs that require a lot of time and expertise, microtasks are short, straightforward, and often…