Context Windows Are Not Memory: What AI Agent Developers Need to Understand
In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,...
InfoWorld AI·
Microsoft Word was once the most commonly used software in the world. A .doc file was the lingua franca of the computing world, and “send me a Word doc” became part of the business lexicon. Word won the battle against WordPerfect, which was never quite able to make the transition to the world of Windows. That battle with WordPerfect might have been a pyrrhic victory, however, as Word ended up something quite different than what the original product manager might have hoped. By out-featuring WordPerfect, MS Word became a bloated and unwieldy application that had way too much stuff jam-packed into it. It fell victim to the “just because you can do it doesn’t mean you should” syndrome. Each new release included more obscure and less-used new features that looked good on a marketing sheet, but that only made the product more confusing to end users. And all that happened in a world where new features had to be coded by hand and took weeks or months. What is going to happen to software now
Read full articleIn this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,...
Microsoft has alerted about a malware that spreads through flash drives that use Windows shortcut files to infect devices. The so-called “clipper” malware searches for crypto addresses in the clipboard and substitutes them with other addresses controlled by attackers. Microsoft Alerts About Windows Malware That Changes Cryptocurrency Addresses The team behind Microsoft Defender, Windows’ embedded […]
Microsoft has detailed a Windows crypto clipper campaign that can spread by USB, monitor wallet addresses, and route traffic through Tor.
Microsoft warns of CryptoBandits.A, a Tor-based Windows clipper stealing wallet data and hijacking crypto transfers. Microsoft has warned about a Windows-based crypto clipper designed to steal wallet data and alter crypto transfers. The malware has affected users since February 2026, according to Microsoft Threat Intelligence and Microsoft Defender Experts. The campaign uses malicious .lnk shortcuts […] The post Microsoft Warns of New Crypto Malware That Hijacks Wallet Transfers appeared first on Live Bitcoin News.
In February 2026, Microsoft Threat Intelligence and Microsoft Defender Experts found a crypto clipper attack. This was a campaign that was constructed on Windows. The malware exploits cryptocurrency holders through clipboard hijacking and searches for sensitive wallet information. These were reported by Microsoft through their blog. Attackers primarily spread this
Nvidia’s new RTX Spark is one of the most interesting personal computing announcements in years. That’s because it’s not just another PC platform, but tries to redefine the role of the personal computer in the age of AI. Announced at Computex 2026, RTX Spark is Nvidia’s new platform for slim Windows laptops and compact desktops, designed to combine an Arm-based CPU, Blackwell-based RTX graphics, and a large, unified memory architecture into a single AI-first computing system. We have all grown accustomed to a cloud-centric AI model over the past few years. We open an application, send a request over the network, and a hosted service in a distant data center provides the intelligence. ChatGPT, Grok, Gemini, and similar systems have trained the market to think of AI as something that lives elsewhere. RTX Spark proposes a different model. It asks a simple yet disruptive question: What if the model, the agent, the data, and the application could all live on your own machine? Nvidia is not
This week’s AL TV Product Walk Through is all about LawVu Draft, an AI-powered contract drafting and review toolbox embedded inside Microsoft Word. It’s built ...
Microsoft this week released 206 updates affecting Windows, Office, Exchange Server, and its developer tools — including three Windows vulnerabilities already publicly disclosed. That trio includes an elevation of privilege in the Collaborative Translation Framework (CVE-2026-45586), a denial of service in HTTP.sys (CVE-2026-49160), and a BitLocker security feature bypass (CVE-2026-50507). At the moment, none appear to be under active exploitation, but all three are rated “Exploitation More Likely.” Even without an exploited zero-day, the June 2026 Patch Tuesday release requires Patch Now recommendations for Windows, Office, and Exchange. The latter is back in the patch picture with a consolidated security update that Microsoft recommends installing “as soon as possible.” The Readiness team suggests testing start with domain controllers, Hyper-V hosts, anything self-hosting on HTTP.sys, and Outlook-heavy desktops — in that order. To help navigate these changes, here’s a useful info