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As a result, the number of people Apple can offer a Mac to is growing as rapidly as the product matrix. Future Ultra Macs will take that reach all the way up to the very, very top tiers currently served by furiously expensive PC workstations, while the Neo range (which I’m willing to bet gets a backlit keyboard and more memory next year) extends its hand all the way to students and general purpose computer users. General purpose doesn’t mean average Don’t neglect that — despite being an entry-level, $599 system — the MacBook Neo is faster for general purpose…

Verizon will beef up its multiple-dwelling unit (MDU) business organically with its own fixed wireless access (FWA) platform and its recent addition of Starry. Verizon just wrapped up its acquisition of Starry, said Verizon EVP and CFO Tony Skiadas Tuesday at the Deutsche Bank Annual Media, Internet & Telecom Conference. “That will help us expand our product there in the MDU space and give us more open-for-sale on fixed wireless access,” he said. Verizon announced the deal last October. The financial terms were not disclosed, but the acquisition gives Verizon access to Starry’s tech and its service presence in five US markets:…

In this article, you will learn how to use Google Colab’s AI-assisted coding features — especially AI prompt cells — to generate, explain, and refine Python code directly in the notebook environment. Topics we will cover include: How AI prompt cells work in Colab and where to find them A practical workflow for generating code and running it safely in executable code cells Key limitations to keep in mind and when to use the “magic wand” Gemini panel instead Let’s get on with it. Setting Up a Google Colab AI-Assisted Coding Environment That Actually WorksImage by Editor Introduction This article…

The Visualization Challenge in Multi-Platform DeliveryYour team has worked hard to build a Supervisor Agent that accurately analyzes Q4 revenue and identifies growth drivers. The next challenge lies in making these insights available where stakeholders actually work, such as Microsoft Teams. Because every external platform utilizes a unique visual language, integrating rich graphical answers can be difficult, often forcing agents to default to basic text tables.This is where the inherent flexibility of the Supervisor Agent becomes a distinct advantage. Databricks designed the agent framework to support extensive customization through tools like Unity Catalog Functions and the Model Context Protocol (MCP).…

Businesses of all sizes depend on “office” suites for their day-to-day tasks and for collaboration. AI, for its part, promises significant productivity gains for knowledge workers and for anyone who works with documents. According to studies, we spend over half our time using “office” software. And the global market for productivity applications is worth $22.5 billion annually, according to research from Dataintelo. However, business software is often proprietary, costly and inflexible. And, at a time when businesses look to increase efficiencies through AI, too many business applications lock users into their preferred AI models. As a result, businesses are losing…

Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse We’ve shared how Android’s proactive, multi-layered scam defenses utilize Google AI to protect users around the world from over 10 billion suspected malicious calls and messages every month1. While that scale is significant, the true impact of these protections is best understood through the stories of the individuals they help keep safe every day. This includes people like Majik B., an IT professional in Sunnyvale, California. Despite his technical background, Majik recently found himself on a call that…

I’m working on iOS 26 support, and the navigation titles aren’t appearing on screens that were aligned with the safeArea Top. Is there a way to make the titles appear when the screen is large and inline? Example code is below. self.view.backgroundColor = .white navigationItem.title = “AVC” navigationItem.largeTitleDisplayMode = .always guard let navBar = navigationController?.navigationBar else { return } navBar.prefersLargeTitles = true navigationItem.largeTitleDisplayMode = .always navigationItem.title = “AVC” navigationItem.largeTitle = “AVC” let standard = UINavigationBarAppearance() standard.configureWithDefaultBackground() standard.backgroundColor = .clear standard.titleTextAttributes = [.foregroundColor: UIColor.black] standard.largeTitleTextAttributes = [.foregroundColor: UIColor.black] navBar.standardAppearance = standard let largeAppearance = UINavigationBarAppearance() largeAppearance.configureWithDefaultBackground() largeAppearance.backgroundColor = .white largeAppearance.titleTextAttributes =…

In professional sports, the difference between winning and losing often comes down to fine margins. Teams across the globe are turning to data-driven insights to optimize athlete performance, mitigate injuries, and gain competitive advantages. Catapult Sports, is a sports technology company that empowers professional teams to make data-driven decisions. By using AWS IoT services, Catapult is transforming how teams collect, analyze, and act on their data. Catapult powers the data-driven insights that professional teams need to optimize athlete health, reduce injuries, and excel in the science of human movement. With over 500 staff across 24 locations worldwide, Catapult serves more…

Posted by Yabin Cui, Software EngineerWe are the Android LLVM toolchain team. One of our top priorities is to improve Android performance through optimization techniques in the LLVM ecosystem. We are constantly searching for ways to make Android faster, smoother, and more efficient. While much of our optimization work happens in userspace, the kernel remains the heart of the system. Today, we’re excited to share how we are bringing Automatic Feedback-Directed Optimization (AutoFDO) to the Android kernel to deliver significant performance wins for users.During a standard software build, the compiler makes thousands of small decisions, such as whether to inline a function…

Preparation of AND logic NPsPEG-b-P(SC7A-thioethylamine·HCl) was synthesized following the established protocols21. Different stimuli-responsive polymers were synthesized as described in Supplementary Figs. 1–3. To prepare NPs from each copolymer, 5 mg of the copolymer was first dissolved in 1 ml of PBS buffer at pH 5.0. Sodium hydroxide (0.1 M) was then added dropwise under continuous stirring until the pH reached 7.4, allowing micelle formation. The resulting NPs were characterized using dynamic light scattering (Zetasizer, Malvern Instruments) equipped with a He–Ne laser (λ = 633 nm, where λ is wavelength of the laser light).In vitro drug release testPHM NP solutions were incubated at 37 °C for 24 h in…