Working with AI: When should humans be 'in the loop' or 'over the loop'?
It’s a fact that over 80 percent of AI projects fail. Not because of AI’s potential, but because businesses prioritize minor use cases over real transformation. Automated insights and meeting summaries may be impressive, but AI only drives impact when seamlessly integrated into workflows, turning insights into action.
Deploying AI successfully isn’t simple, and organizations are complex. Effective AI deployment requires a clear framework for human oversight. AI should usually enhance human decision-making, providing targeted, explainable, and interactive insights. But in some cases -- especially when decisions are time-sensitive or involve vast amounts of data -- humans cannot oversee every output in real time. This raises a key question: when should humans be ‘in the loop,’ actively making decisions, and when should they be ‘over the loop,’ overseeing AI without direct intervention? Getting this balance right is crucial for both AI’s effectiveness and its responsible use.
Understaffed but still delivering -- the reality of cybersecurity teams
A new survey of over 900 security decision makers across the US, Europe and Australia, finds 60 percent of security teams are small, with fewer than 10 members. But despite their size, 72 percent report taking on more work over the past year, and an impressive 88 percent are meeting or exceeding their goals.
The study, carried out by IDC for AI-powered workflow company Tines, also finds security leaders are bullish about AI with 98 percent embracing it and a mere five percent believing AI will replace their job outright.
ViewSonic ColorPro VP2788-5K is the 5K monitor Mac and Windows users have been waiting for
ViewSonic has just rolled out the ColorPro VP2788-5K, and this 27-inch monitor should absolutely be on your radar! The display features a 5K (5120x2880), plus a 99 percent DCI-P3 color gamut.
Mac users should love how well this monitor plays with macOS, offering what ViewSonic calls “Retina-like” sharpness. Of course, this isn’t just for Apple fans -- Windows users will get the same experience.
DeepSeek outperforms US models in new AI Trust Score
Chinese AI models (like DeepSeek) are outperforming US models like Meta Llama in specific categories such as sensitive information disclosure according to a new AI Trust Score introduced by Tumeryk.
It evaluates AI models across nine key factors, including data leakages, toxic content, truthfulness, and bias. This enables CISO’s to ensure their AI deployments are secure, compliant, and trustworthy, and offers developers solutions for addressing any issues in their AI applications.
Microsoft admits that a recent Windows update may have made your printer act erratically
If your printer has been spontaneously printing at random, you’re not alone – and you can almost certainly blame a wonky Windows update from Microsoft.
The company has acknowledged a strange print issue affecting some users of Windows 10 and Windows 11 who installed recent updates for the operating systems. The peculiar behavior affects USB connected dual-mode printers that support both USB Print and IPP Over USB protocols and Microsoft has been forced to resort to a Known Issue Rollback (KIR).
Take control of Windows 11 and save a tasty 10% off the incredible Stardock Fences 6 during beta testing
Few people would argue that Windows 11 is perfect; in fact, for many people the operating system has many flaws and failings. A lot of the weaknesses of Windows have been addressed by the developers of PowerToys, but this is far from being the only suite of utilities out there.
Stardock is a company with a history of producing handy tools for Windows, and Fences is a productivity, organization and workflow enhancing tool that can make Windows 11 work for you. To coincide with the release of the latest beta version of the utility, the company is giving 10 percent off Fences 6. Here’s what this incredible tool has to offer.
'It just works': AcreetionOS is the easy-to-use alternative to Windows 10/11 -- switch to it now
The developers behind AcreetionOS have a few questions for you. “Have you been wanting to switch away from Windows? Are you looking for something that just works?” If the answer to both of those is yes, their brand new operating system might be just what you’re after.
We’ve been using the Arch Linux based AcreetionOS for a few days now, and while the user interface could use a bit of polish (it’s still very new, so that’s understandable), it’s a solid OS that’s easy to use and, yes, it really does just work.
TP-Link TL-WR3002X Wi-Fi 6 travel router launches on Amazon
TP-Link has launched a brand new compact travel router. The TL-WR3002X is equipped with dual-band Wi-Fi 6 and provides speeds up to 2,402 Mbps on 5GHz and 574 Mbps on 2.4GHz.
It also has both a 2.5-gigabit WAN port and a gigabit LAN port for wired networking. Additionally, it features a USB 3.0 port and a microSD slot for file sharing and storage.
Machine identities outnumber humans 40,000 to one
Are you ready to welcome our new machine overlords? Okay, that might be a bit drastic, but the latest report from Sysdig reveals that there are now 40,000x more machine identities than human identities.
This has led to a greatly expanded attack surface as machine IDs are 7.5 times more risky, a dangerous liability given that nearly 40 percent of breaches start with credential exploitation.
New partnership simplifies zero trust access for enterprises
The shift to hybrid working means that managing enterprise networks has become more complicated, but legacy remote access solutions fall short in meeting the needs of supporting both managed and unmanaged users and devices.
Unmanaged users don't want to install heavyweight clients designed for managed use, such as VPN or ZTNA clients. Plus, in the case of contractors or consultants who service multiple customers, it's just not possible or practical to install multiple clients.
MSPs turn to AI to drive innovation and growth
A new survey from Lansweeper of almost 200 managed service providers across North America and Europe shows 90 percent recognize AI as vital to their growth strategy, with 63.6 percent rating it as 'very important.'
Despite its priority status though only 41.5 percent of respondents report AI integration levels above 25 percent, indicating that many MSPs are still in the early stages of adoption.
Regulation and its role in protecting critical infrastructure [Q&A]
Protecting critical national infrastructure (CNI) against attack is a huge undertaking for governments and for those organizations that deliver CNI services.
New regulation in Europe -- the NIS2 Directive -- includes an increased focus on resilience for CNI, covering traditional critical services like banking, utilities, transport and public safety as well as new provisions for digital service providers. In 2025, the Digital Operational Resilience Act (DORA) will enforce more stringent resilience and security requirements on the financial sector. And in the UK, the forthcoming Cyber Security and Resilience Bill will demand more investment in security too.
Fax in 2025: How cloudification is revolutionizing financial services
Digital transformation is causing the financial services industry major problems when it comes to how highly sensitive, time-critical information in transmitted. Adding to these challenges are the radical changes in customer expectations in recent years, as digital communications have taken hold in nearly every aspect of consumers’ lives.
To remain viable, outdated communication structures -- particularly those relying on servers and distributed systems -- need to be consolidated and standardized. Few industries are more prepared for this transformation than financial services, where significant investments are already being made to improve operational efficiencies and competitiveness. As some of the world’s largest financial institutions invest in modern technologies like cloud migration and AI, attention is turning to some of their oldest tools that are still in use. Fax is a prime example.
Microsoft is killing off the Remote Desktop app and replacing it with something with known limitations
Microsoft has announced that it is pulling the plug on the Remote Desktop app. In just 6 weeks, the app will not only no longer be supported, it will also not be available to download from the Microsoft Store.
But Microsoft is not completely abandoning people who need to be able to remotely access systems -- it is replacing the Remote Desktop app with the Windows App. While the company is quick to point out the extra things Windows App can do when compared to the Remote Desktop app, it concedes that it is not a replacement tool and there are limitations.
CrossOver 25 makes gaming on macOS and Linux even better -- could it help gamers ditch Windows 11?
CodeWeavers has just released CrossOver 25 for macOS and Linux, and it’s packed with some seriously awesome improvements. Thanks to Wine 10.0 bringing over 5,000 changes, this update should make running both Windows games and apps on non-Windows systems smoother than ever. Could this finally convince gamers to dump Microsoft's OS?
Let’s be honest, Windows 11 hasn’t exactly won over everyone. Between forced updates, hardware restrictions, and Microsoft’s annoying obsession with AI features (that most people don’t even want), it has left many gamers looking for alternatives. That’s where CrossOver 25 comes in.
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