Author: Carter

**U.S. Manufacturing Momentum: Reshoring, Investment, and the Skills Revolution** The U.S. manufacturing sector is experiencing a powerful resurgence, reaching a record $2.91 trillion in value added in 2024. If it were its own economy, it would be the eighth largest in the world. This growth is fueled by a combination of national security priorities, supply chain resilience efforts, and significant bipartisan policy support via acts like the CHIPS Act, the Inflation Reduction Act, and the Infrastructure Investment and Jobs Act. However, this “Made in America” comeback is not without its challenges. A critical labor shortage looms large, driven by an…

**Shifting Cloud Perimeters: Why Early DNS Filtering and Site Controls Matter More Than Ever** The cloud environment is no longer a static, well-defined perimeter; it has evolved into a dynamic, moving target. Attackers are well aware of this shift and are relentlessly probing for weak points where speed and convenience may have overshadowed security priorities. As a result, DNS filtering and smarter site controls have emerged as critical tools, enabling distributed teams to maintain agility without compromising security. ### The Rapidly Changing Face of Cloud Threats Recent insights from Google Cloud’s Mandiant team reveal that identity and access issues underpin…

**Nozomi Networks Joins Anthropic’s Project Glasswing to Enhance AI-Driven Vulnerability Detection in Critical Infrastructure** Nozomi Networks has become a key participant in Anthropic’s *Project Glasswing*, an ambitious initiative that leverages artificial intelligence to identify software vulnerabilities in critical infrastructure and connected systems. By contributing its expertise in operational technology (OT), the Internet of Things (IoT), and cyber-physical systems (CPS), Nozomi is helping to push the boundaries of AI-driven cybersecurity. The company plans to integrate advanced AI models into its platform to discover vulnerabilities, contribute findings to Anthropic’s research, and share relevant results with the broader cybersecurity community. This collaboration underscores…

**Effective Model Governance with ML Flow: A Practical Guide** In the fast-paced world of machine learning, data scientists often navigate a turbulent development lifecycle. Requirements shift, new data emerges, stakeholders change priorities, and performance metrics get redefined—sometimes after models are already in production. This common scenario, especially in cross-functional teams, can lead to a chaotic “wild goose chase” as teams struggle to keep track of models, data sources, experiments, and deliverables. When things go off-track, recovering a reliable, reproducible workflow becomes critical. This is where **model governance** comes in. — ### What is Model Governance? Model governance refers to the…

**Navigating the Future of Cybersecurity: A Leader’s Perspective from Andreas Gaetje, CISO of Korber AG** In the ever-evolving landscape of global technology, certain companies operate behind the scenes yet form the bedrock of modern commerce. Korber AG is one such entity. As the holding company for a diverse German technology and manufacturing organization with approximately 13,000 employees across 100 locations worldwide, Korber facilitates essential services for consumer supply chains. A notable quote from the company encapsulates its pervasive influence: “Take Pharma,” comments CISO Andreas Gaetje. “Probably every vaccine you ever received has been through our machines.” Despite its scale and…

**White House Ethics Deal on CLARITY Act: What It Means for Crypto** *Morning Minute is a daily newsletter written by Tyler Warner. The analysis and opinions expressed are his own and do not necessarily reflect those of Decrypt.* **GM!** Today’s top news: * Crypto majors jump 2-3% as ETF flows increase; BTC at $66.2k * BTC ETFs see $227M in net inflows, notch 5 straight green sessions * White House has reportedly agreed on an ethics package for Clarity Act * Saylor adds another $225M in cash by selling MSTR; no new BTC buys * Robinhood Chain sees big green…

# Astryx: Meta’s Open‑Source Design System Now in Beta Meta has released **Astryx**, an open‑source design system built for both human teams and AI agents. After eight years of internal use, Astryx is now available in Beta as a fully customizable, large‑scale solution that bridges the gap between consistency and brand ownership. — ## The Trade‑off Astryx Aims to Remove Most design systems force a compromise: either you adopt a company‑wide system that makes your product look generic, or you assemble UI from copy‑pasted snippets that lead to inconsistency and unmanaged accessibility debt. Astryx separates **behavior** from **branding**: – System…

Starting today, Cloudflare Internal DNS is generally available. Cloudflare Internal DNS provides authoritative and recursive DNS for private networks on the same global network and control plane customers already use for public DNS, Zero Trust, networking, and application services.Internal DNS — sometimes also referred to as private DNS — is one of the last pieces of enterprise infrastructure still managed separately from the rest of the network. Many organizations operate one platform for public DNS, another for internal DNS, and use cloud-native DNS services inside each cloud environment with separate security policies layered on top. None of these systems share…

**Data Sovereignty in Global IoT Deployments: Why Architecture Matters More Than Ever** By Manuel Nau, Editorial Director at IoT Business News. As IoT deployments continue to expand across borders, the question is no longer simply how to connect devices or analyze data efficiently. Increasingly, organizations also need to ask **where that data lives, where it travels, and which country’s laws apply to it**. That shift reflects the growing importance of **data sovereignty**. Once viewed primarily as a legal concern, it has become a strategic issue that directly influences how IoT platforms are designed. Whether you’re deploying connected assets across multiple…

## What does world model do here A world model learns how an environment changes over time. It represents objects, motion, spatial relationships, and the effects of actions. Consider a robot reaching for an object. Recognizing the object is only the first step. The robot must also track where the object is, how its gripper moves, and what happens on contact. A world model reasons about these relationships. It can predict the visual result of an action, infer the action that caused a change, or generate an action to reach a goal. Cosmos 3 Edge brings these capabilities into one…