geek

30 Jul 2026

OSnews

Microsoft claims it’s going to improve Windows 11’s context menus

When I had to use Windows 11 for a month because you people paid me to do so, the one seemingly small thing that really ground my gears were Windows 11's terrible right-click (context) menus. They were full of stuff I didn't put there, slow to open, and in some places, a modern Windows 11 context menu would have its own old Win32 context menu with even more stuff. It seems Microsoft is finally going to fix all of this. This new compact menu will be much faster and more reliable, as it foregoes needing to load in all the third-party actions that slow it down currently. Additionally, at the Windows Insider Meetup in London, Microsoft showed me a new context menu customization feature coming soon that will let users configure what apps and actions appear in the right-click menu. ↫ Zac Bowden at Windows Central Look, I know to us non-Windows users this seem like an incredibly small and dumb thing to focus on, but when your operating system is as much of a trashfire as Windows has become, improved context menus are massive improvements that make a meaningful difference. Of course, Microsoft makes these types of promises all the time, so I'll believe it when I see it.

30 Jul 2026 11:06pm GMT

Slashdot

New MCP Specification Addresses the Main Barrier To Enterprise Adoption

An anonymous reader quotes a report from Ars Technica: This week, the Model Context Protocol (MCP), an open source standard for how AI systems interact with external tools and data sources, saw its largest update since its introduction. Most notably, MCP's protocol core is now stateless, so requests are no longer dependent on a session tied to an individual server instance. This change has the potential to address long-standing barriers to scalability. The blog post announcing the specification, written by lead maintainers David Soria Parra and Den Delimarsky (who both work at Anthropic), says: "The highlight of this release is a stateless protocol core -- MCP is transforming from a bidirectional stateful protocol into a request/response stateless protocol. It was one of the most highly-requested features from developers who were eager to get better reliability and scalability for their MCP servers." [...] There is also a new deprecation policy that ensures at least 12 months between when a feature's formal deprecation is enacted and when the feature may actually be removed -- with a narrow exception for critical security updates. This is again in keeping with the general "let's make this work better at enterprise scale" theme of the new specification. This update is "MCP's most important since remote MCP first launched over a year ago," Soria Parra wrote. Other additions include "Multi Round-Trip Requests, header-based routing, cacheable list results, authorization hardening, a formal extensions framework, and updated Tier 1 SDKs." A full list of changes can be found here.

OSnews

Chrome gets “live patching”

We may all have a disdain for Chrome - OSNews users probably use Chrome a lot less than the average public - but that doesn't mean the browser doesn't sometimes do interesting things other browsers should copy. Chrome is in the the process of increasing its release cadence, but getting users to restart their browser more often than they already do to apply these higher number of updates is going to be a problem. As such, Google is working on something that seems quite obvious now that they've talking about it: Investing in "dynamic patching" that will eliminate the need for a full browser restart in most cases. By leveraging Chrome's multi-process architecture, dynamic patching sequentially replaces background child processes (like the Renderer and GPU) with updated binaries on the fly. Stay tuned to learn more as we research and develop this feature. ↫ Chrome Security Team Chrome was the first browser to use multiple processes, isolating tabs from one another so that if one website or tab went haywire, your other tabs would be unaffected. It makes perfect sense to have the browser use new, updated binaries for new tabs you open as soon as they become available, in a sort of ship-of-Theseus kind of approach to updating. Of course, you can't postpone the inevitable forever, but this should provide real-world benefits to users. Neat. The linked blog post goes into much more detail about other things too, like various low-level mitigations to prevent bugs and security issues from causing too much harm.

30 Jul 2026 10:53pm GMT

Slashdot

A Fundamental Flaw Leaves LLMs Strikingly Vulnerable To Attack

joshuark quotes a report from MIT Technology Review: It is impossible to make large language models fully secure against hacks because of a fundamental flaw in how they work, a team of researchers argue in a paper presented at the International Conference on Machine Learning, a top AI conference, this month. The claim has huge implications for the safety of this technology. By taking advantage of this flaw, which concerns how LLMs identify who or what is giving them instructions, the researchers were able to make popular LLMs spit out information they had been trained not to provide, such as how to synthesize cocaine and how to sabotage a commercial aircraft's navigation system. "There's a real probability that this is going to be a problem that's fundamentally unsolvable," says Charles Ye, an independent researcher and coauthor of the ICML paper. [...] The ICML paper describes attacks against several of OpenAI's models, but Cui and Ye say that they have since seen similar results with models made by Anthropic, Alibaba, and DeepSeek. Cui and her colleagues wanted to find out why an attack like chain-of-thought forgery was so effective. They suspected it had something to do with the mechanism that LLMs use to keep track of where their instructions are coming from. But what Cui and her colleagues discovered is that LLMs are in fact very bad at keeping track of different roles. In a series of experiments that looked at what was going on inside a handful of different models, the researchers found that LLMs seem to identify the role of a specific chunk of text not by the tags around it but by the style of that text and the words it contains. The upshot, the researchers claim, is that all an attacker needs to do to hack an LLM is write text that spoofs a certain role. And because roles are a fundamental part of how LLMs work, no amount of training will fully solve the problem. "There's going to be a huge economic incentive for people to do jailbreaks and prompt injections," says Cui. The best defense could be to expect the worst. Organizations shouldn't trust LLMs, and they should expect that anything done by agents could be unsafe, he says: "That's not a great solution, but it just might be what we have to do." "It's really incredible that these things are being deployed everywhere to control super-critical systems. There's been no study of the fundamental science here. We're all doing it ad hoc."

Microsoft's $450 Billion Jump Is Biggest In Stock Market History

Microsoft shares surged as much as 17% after reporting 43% growth in Azure revenue, putting the company on track to add a record $490 billion in market value in a single day. Bloomberg notes that it "would eclipse Nvidia's $440 billion addition, following President Donald Trump's announcement of a 90-day tariff pause last year, as the biggest ever." From the report: The nearly $500 billion jump is larger than the market capitalization of roughly 96% of S&P 500 stocks, data compiled by Bloomberg show. It's also bigger than the combined value of the benchmark's 44 smallest members, which includes companies like Domino's Pizza Inc., Clorox Co. and Hasbro Inc. Microsoft's one-day add in value also dwarfs many of the world's other equity markets. South Africa, Turkey, Finland and Vietnam all have total stock market values that are less than what the software maker is set to add on Thursday.

29 Jul 2026

Ars Technica

Mythos attack on 3rd-round PQC algorithm candidate puts it out of commission

HAWK withstood years of testing that had yet to uncover a fatal weakness found through Mythos.

29 Jul 2026 10:07pm GMT

Musk went to “war,” sought jail time for X ad boycotts—but case ends with a whimper

Advertisers agreed to "reset" relationship with X.

29 Jul 2026 8:57pm GMT

Who wins and who loses after US bans foreign robots?

Government ban on foreign-made robots may hinder instead of help US robotics.

29 Jul 2026 8:03pm GMT

OSnews

Windows 11 is quietly installing OneDrive Photos on your machine

It's that time of the week again, I guess. The year is 2026, and I'm still amazed when I find a new entry in my Start menu's All apps list for an app I don't remember installing. This time, it's Microsoft again, and the product is OneDrive Photos, which appears to be yet another photo viewer and editor for Windows 11 that nobody asked to have installed automatically. While searching for Microsoft Photos, a new app called "OneDrive Photos" showed up in my results out of nowhere. It appears to have arrived either via Windows Update or an update for the OneDrive sync client on Windows. ↫ Mayank Parmar at Windows Latest Just don't use Windows. You people paid me to use it and it was not a fun experience.

29 Jul 2026 12:48pm GMT