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- Computing: Research and Innovation for Consumer AI Profitability
There is a recent report by Menlo Ventures, 2025: The State of Consumer AI, stating that, “More than half of American adults (61%) have used AI in the past six months, and nearly one in five rely on it every day. Scaled globally, that translates to 1.7–1.8 billion people who have used AI tools, with 500–600 … Read more - Explore the World Through Architecture: Iconic Styles Across Continents
There are various ways to study culture, like its culture and food, but perhaps nothing tells as much about a culture as the buildings it creates. There is something about architecture that keeps on fascinating, be it the soaring domes in Istanbul to the clean geometric lines characteristic of Tokyo. Whether you are interested in … Read more - A Node.js-Powered App in Record Time
In today’s developer case study, speed to market matters. The faster and better you can create a working application, the greater the chances of success. Node.js rapid app, through its flexibility, ease, and strong ecosystem, is rapidly becoming one of the top tools for setting development on a fast trajectory and evolving from delivery boy … Read more - Open vs. closed models: AI leaders from GM, Zoom and IBM weigh trade-offs for enterprise use
Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Deciding on AI models is as much of a technical decision and it is a strategic one. But choosing open, closed or hybrid models all have trade-offs. While speaking … Read more - Would you let AI plan your holiday itinerary?
In his latest column, Jonathan McCrea is striking a lighter tone and telling us how AI has become his ideal travel companion. I’m heading away for a couple of weeks with the family. We’re going through the packing list now. Underwear, Calpol, flip flops, emergency sugar rations (for me, to be clear). The most important … Read more
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Why District Leaders Are Rethinking Education Research and Policy
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Ubiquiti UNAS 4: A Capable PoE-Power NAS Server
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AI Coworkers in the Enterprise: Gains, Governance and Real Risks
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Why District Leaders Are Rethinking Education Research and Policy
Today, district leaders are being asked to make irreversible budget decisions with fewer dollars and less margin for error than ever before. Yet many districts are making those decisions with limited evidence of what actually works in their classrooms — not because leaders lack interest in data, but because few systems are designed to support
Ubiquiti UNAS 4: A Capable PoE-Power NAS Server
Nearly half a year after its announcement, Ubiquiti’s UNAS 4 is finally available for purchase today. In more ways than one, it’s the larger version of the UNAS 2, double in physical size and capacity. However, the four drive bays and two NVMe slots mean it is fundamentally better in terms of performance and data
AI Coworkers in the Enterprise: Gains, Governance and Real Risks
The Shift From Conversation to Execution Enterprises have moved beyond experimenting with generative AI solutions and chatbots. The conversation phase is over. The execution phase has begun. AI coworkers, also called AI assistant agents or autonomous AI agents, are now capable of acting inside enterprise systems. They can read documents, update CRM records, generate code,
Designing for Nondeterministic Dependencies – O’Reilly
For most of the history of software engineering, we’ve built systems around a simple and comforting assumption: Given the same input, a program will produce the same output. When something went wrong, it was usually because of a bug, a misconfiguration, or a dependency that wasn’t behaving as advertised. Our tools, testing strategies, and even
Most VMware users still “actively reducing their VMware footprint,” survey finds
Migrations are ongoing Broadcom introduced changes to VMware that are especially unfriendly to small- and-medium-sized businesses (SMBs), and Gartner previously predicted that 35 percent of VMware workloads would migrate else by 2028. CloudBolt’s survey also examined how respondents are migrating workloads off of VMware. Currently, 36 percent of participants said they migrated 1–24 percent of
Password managers’ promise that they can’t see your vaults isn’t always true
Over the past 15 years, password managers have grown from a niche security tool used by the technology savvy into an indispensable security tool for the masses, with an estimated 94 million US adults—or roughly 36 percent of them—having adopted them. They store not only passwords for pension, financial, and email accounts, but often cryptocurrency
AI, A2A, and the Governance Gap – O’Reilly
Over the past six months, I’ve watched the same pattern repeat across enterprise AI teams. A2A and ACP light up the room during architecture reviews—the protocols are elegant, the demos impressive. Three weeks into production, someone asks: “Wait, which agent authorized that $50,000 vendor payment at 2 am?“ The excitement shifts to concern. Here’s the
ASUS AiMesh Setup Guide: Detailed Steps and 100% Solid Tips
This post, the third part of my series on ASUS’s AiMesh, will walk you through specific steps to set up an AiMesh network and offer tips on optimizing and maintaining it, including how to arrange the hardware, manage signal handoff, and more. If you have other AiMesh-related questions, check the link in the Related Stories box below.
UniFi 5G Max Review: An Awesome PoE-Enabled Cellular Modem
The UniFi 5G Max (model U5G-Max) and the Outdoor variant (U5G-Max-Outdoor) are among the few 5G solutions Ubiquiti unveiled in late 2025. At their core, these are modems designed to connect to a UniFi network via a Power over Ethernet (PoE) connection, providing cellular Internet access to the entire system. Here’s the bottom line: If
After a routine code rejection, an AI agent published a hit piece on someone by name
A new kind of bot problem Credit: CSA-Printstock / Getty Images On Wednesday, Shambaugh published a longer account of the incident, shifting the focus from the pull request to the broader philosophical question of what it means when an AI coding agent publishes personal attacks on human coders without apparent human direction or transparency about