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Fancy an Apple-branded wearable AI pin? A new report suggests Apple is working on a compact AI-powered pin, roughly the size of an AirTag. If it makes it to market, the device would mark Apple’s first product built primarily around AI and could run the revamped Siri chatbot. According to a report from The Information, the wearable is still in development, though the project could face delays or even be shelved altogether. An AI-generated image of the rumored Apple AI pin. The AI pin is reportedly circular in shape, closely resembling the AirTag in both size and design, with an…

Since the rapid development of nanoscience and nanotechnology, nanomedicine, as an important branch of nanomaterial applications, has flourished in the past two decades. Nanomedicine has also evolved from the initial stage of liposome-encapsulated nanodrugs to develop advanced drug delivery systems designed as multifunctional therapy platforms targeting various diseases. Tracing the history of nanomedicine’s development, the development of inorganic nanomedicine has witnessed a transformative shift from initially focusing on biological medical imaging towards the design of targeted platforms for disease therapies, and eventually culminating in the establishment of an integrated system that combines the regulation of the immune microenvironment with targeted…

The iPhone Air 2 looks set to launch later this year – and I really wish it wasn’t. Now, don’t get me wrong, I can see the appeal of the iPhone Air. Essentially, you’re getting the familiar iPhone experience, including top-tier performance, within an incredibly thin and light chassis. But, having reviewed the original, it was obvious that the phone needed significant changes. The cameras are badly hamstrung, the speakers are terrible and charging is painfully slow. When you’re paying at least £999/$999, that’s simply not good enough. In theory, this wasn’t a major issue. The iPhone Air is widely…

Europe is experiencing a surge in capacity demand with a critical need to connect numerous data centers. Consequently, larger customers are shifting to higher capacity services, specifically 400 Gbps and dark fiber.

In this article, you will learn how to package a trained machine learning model behind a clean, well-validated HTTP API using FastAPI, from training to local testing and basic production hardening. Topics we will cover include: Training, saving, and loading a scikit-learn pipeline for inference Building a FastAPI app with strict input validation via Pydantic Exposing, testing, and hardening a prediction endpoint with health checks Let’s explore these techniques.  The Machine Learning Practitioner’s Guide to Model Deployment with FastAPIImage by Author   If you’ve trained a machine learning model, a common question comes up: “How do we actually use it?”…

For nearly six years, T1A has partnered with Databricks to end-to-end SAS-to-Databricks migration projects to help enterprises modernize their data platform. As a former SAS Platinum Partner, we possess a deep understanding of the platform’s strengths, quirks, and hidden issues that stem from the unique behavior of the SAS engine. Today, that legacy expertise is complemented by a team of Databricks Champions and a dedicated Data Engineering practice, giving us the rare ability to speak both “SAS” and “Spark” fluently.Early in our journey, we observed a recurring pattern: organisations wanted to move away from SAS for a variety of reasons,…

Microsoft today issued patches to plug at least 113 security holes in its various Windows operating systems and supported software. Eight of the vulnerabilities earned Microsoft’s most-dire “critical” rating, and the company warns that attackers are already exploiting one of the bugs fixed today. January’s Microsoft zero-day flaw — CVE-2026-20805 — is brought to us by a flaw in the Desktop Window Manager (DWM), a key component of Windows that organizes windows on a user’s screen. Kev Breen, senior director of cyber threat research at Immersive, said despite awarding CVE-2026-20805 a middling CVSS score of 5.5, Microsoft has confirmed its…

I’m encountering a weird behavior on iOS 26. I have a simple Liquid Glass button on a view. struct ContentView: View { @State private var isSheetVisible: Bool = false @State private var text: String = "" var body: some View { VStack { Button { isSheetVisible.toggle() } label: { Text("Show Sheet") .font(.system(size: 20)) .fontWeight(.semibold) } .buttonStyle(.glassProminent) .controlSize(.large) .buttonSizing(.flexible) .tint(.red) .frame(width: 340) .disabled(text.isEmpty) } .padding() .sheet(isPresented: $isSheetVisible) { OverlaySheet() } } } This works fine. And if I disable the button like this .disabled(text.isEmpty), the opacity of the text on the button is reduced a little but still remains clearly visible.…

Simplifying IoT Security and Accelerating ComplianceThe EU Cyber Resilience Act (CRA) introduces a new era of mandatory cybersecurity requirements for connected products placed on the European market. For IoT manufacturers and service providers, compliance is no longer optional – and the stakes are high.Join Thales and Brightsight on 10 February for an expert-led webinar designed to help you navigate the CRA with confidence and clarity.In this practical session, we will break down what the EU Cyber Resilience Act really means for your IoT products – from secure-by-design requirements to ongoing vulnerability management throughout a device’s lifetime.You will gain a pragmatic,…

Language learning marketplace Preply is now valued at $1.2 billion after raising a $150 million Series D round that marks a new chapter for the 14-year-old company, whose previous backers include Horizon Capital, Hoxton Ventures, Owl Ventures and Techstars Berlin. While Preply has been connecting language learners with tutors since 2013, it has now been EBITDA profitable for twelve months. Not coincidentally, it has also ramped up AI integration to support its 100,000 tutors and continue scaling. That’s a fine line — Duolingo faced backlash after declaring it would become an “AI-first company,” and tutors have been a key differentiator…