Author: Carter

**Demystifying Spatial Audio: A Comprehensive Guide to 3D Sound** *Follow ZDNET: Add us as a preferred source on Google.* *Image credit: Jada Jones/ZDNET* Spatial audio is no longer a niche feature found only in premium movie theaters; it has exploded into the mainstream, becoming a key selling point for flagship headphones, soundbars, and music streaming services. You’ve likely seen it advertised alongside terms like “Dolby Atmos” or “immersive audio.” But what does it all mean? Is spatial audio the same as Dolby Atmos? And more importantly, can that expensive pair of headphones truly deliver a 3D audio experience? To cut…

**Google’s Latest Gemini Models Prioritise Speed and Cost Efficiency for Enterprise AI Agents** Google has unveiled a new suite of AI models aimed at enterprise environments, focusing on reducing latency and token costs for autonomous software agents. The release includes Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and a restricted variant of Gemini 3.5 Flash designed for cybersecurity tasks. These models represent a shift in optimization, targeting background agents rather than chatbot interfaces, where throughput and efficiency are paramount. ### The Math Behind Gemini 3.6 Flash Gemini 3.6 Flash focuses heavily on token efficiency. According to Google’s documentation, it produces 17%…

**Run the Mythos Enhanced Coding Model Locally with llama.cpp and Pi** ## Introduction **Qwythos-9B-Claude-Mythos-5-1M** is a 9B reasoning and coding model based on Qwen3.5, designed for local coding workflows, agentic development, and long-context tasks. What makes it interesting is that it is small enough to run on consumer hardware, while still being capable enough to help with practical coding tasks. In this guide, I will show you how to run the Mythos-enhanced Qwythos model locally using **llama.cpp**, then connect it to **Pi** so you can use it as a local coding agent. I will be using an RTX 4070 Ti…

**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…