Author: Carter

**The Digital Euro: Europe’s Financial Sovereignty Experiment** The digital euro has become one of Europe’s most contentious financial projects, sparking intense debate among policymakers, privacy advocates, and financial experts. At its core, this initiative represents a pivotal moment in the evolution of European monetary policy and digital finance. ## What is the Digital Euro? The digital euro is a proposed digital form of the euro that would be issued by the European Central Bank (ECB), making it a Central Bank Digital Currency (CBDC). Unlike privately issued stablecoins or traditional bank deposits, the digital euro would be direct central bank money,…

**Confidential Containers Joins CNCF as an Incubating Project, Advancing Data-in-Use Protection** *Posted on July 22, 2026 by CNCF Staff* The CNCF Technical Oversight Committee (TOC) has officially voted to accept Confidential Containers as a CNCF incubating project. This milestone marks a significant step in bringing hardware-backed security to cloud-native environments, providing organizations with a robust solution to protect sensitive data while it is actively being processed. — ## About Confidential Containers Confidential Containers is designed to address a critical gap in cloud security: protecting data **in use**. While data at rest and in transit are commonly encrypted, information in memory…

## The Coming AI Model Vetting Framework: What Enterprise Buyers Need to Know If you work in enterprise technology, supply chain, or anywhere near the systems that actually run operations day to day, the conversation in Washington about artificial intelligence (AI) oversight is probably not something you have been following closely. That is understandable. Most of that conversation has been abstract, slow-moving, and disconnected from anything that actually affects how you buy or deploy technology. But something changed, and it is worth paying attention to. The Trump administration is drafting an executive order that would require government vetting of the…

## Embarking on Your Linux Journey: A 10-Day Beginner’s Guide So, you’ve finally decided to give Linux a try, but you’re worried because you’ve never used anything but macOS or Windows. What’s in store for you? Can you make this work? Change is hard, and leaving an operating system you’ve used for decades is certainly a big change. But if you’re serious about giving Linux a try, you don’t have to expect to become a pro overnight. It took me months to get to a point with Linux that I felt I truly knew what I was doing. Back then,…

**Optimizing Token Costs: Sequential vs. Batch Feeding in Enterprise RAG** Modern Retrieval-Augmented Generation (RAG) pipelines typically adopt a fixed, batch approach where the language model receives all retrieved candidates (top‑K) in a single call. While simple, this strategy is inefficient for the majority of straightforward, factual queries where the first retrieved chunk already contains the complete answer. This article examines a sequential alternative—top‑1 first with a sufficiency check—and explains when each strategy should be used, how to decide per question, and the tangible cost savings that result. ### Two Regimes for Feeding Top‑K to Generation Retrieval hands the generation step…

**Assessing Government Readiness: The ORRI Framework for Modern Leadership** In today’s complex administrative landscape, government leaders face mounting pressure to do more with less while ensuring their organizations can deliver on mission-critical objectives. Traditional planning methods—focused primarily on budgets, headcounts, and rigid departmental structures—are increasingly insufficient for assessing true organizational capacity. Enter the Operational Readiness and Resiliency Index (ORRI), a groundbreaking management tool developed by industry experts to help public sector leaders evaluate their true capabilities and preparedness for success. ### Understanding the ORRI Framework John Mullins, founder of Mullins Consulting and creator of the ORRI framework, recognized a critical…

**Soracom Agent: A New Step in Moving IoT AI From Analytics to Action** By Marc Kavinsky, Lead Editor at IoT Business News Soracom has introduced **Soracom Agent**, a technology-preview AI agent designed to support connected-product teams from requirements definition through live operations. The launch matters because it moves the company’s AI strategy beyond querying IoT data and automating workflows into direct assistance with the work of building and running IoT deployments. **Why This Matters for IoT Projects** IoT projects rarely fail because a single dashboard is missing. More often, the friction comes from the long chain of decisions that sits…

**SenseTime’s Galaxy Project: A Bold Push to Build China’s Domestic AI Chip Ecosystem** Chinese artificial intelligence (MS) company SenseTime has officially launched the Galaxy Project, an ambitious initiative designed to scale domestic AI chip infrastructure within China. The move represents a significant step in the country’s broader strategy to reduce reliance on foreign semiconductor technologies and accelerate the adoption of indigenous AI computing power. At the center of the launch was a keynote presentation titled **“Intelligent Transformation and Symbiosis”** delivered by Yang Fan, co-founder of SenseTime and president of its Large Device Business Group. In his address, Yang outlined a…

**The Critical Role of Network Evidence in Modern Cybersecurity Defense** The landscape of cybersecurity has fundamentally shifted. For years, the defensive strategy followed a predictable cycle: improve defenses, attackers adapt, and the ongoing battle continued. However, the rules of engagement have changed dramatically. Today, AI-equipped attackers are not just winning—they are outpacing traditional defenses. The majority of modern intrusions no longer rely on malware; instead, they exploit stolen credentials and utilize sophisticated techniques like DLL side-loading to bypass host-level security entirely. According to the CrowdStrike Global Threat Report, approximately 79% of attacks are now malware-free. Adversaries focus on credential theft…

**US Refiners Profit from Record Margins as Analyst Names Three Mid-Cap Energy Picks** The US refining sector is experiencing a period of unprecedented profitability, driven by a significant gap between crude oil costs and the price of refined fuel products. This “crack spread” has reached record highs, creating substantial earnings potential for refiners. Wall Street analyst Justin Jenkins of Raymond James, who boasts an impressive 80% success rate, has identified three lesser-known mid-cap refiners poised to benefit from this trend. His selections are not the large, well-known oil majors, but rather companies more directly exposed to the refining margin surge.…