"Unlike traditional chat models that generate text-based responses, Computer Use Agent (CUA) models like Fara-7B leverage computer interfaces, such as a mouse and keyboard, to complete tasks on behalf of users," Microsoft said in a blog post. "With only 7 billion parameters, Fara-7B achieves state-of-the-art performance within its size class and is competitive with larger, more resource-intensive agentic systems that depend on prompting multiple large models."
Adding a large language model to Shortcuts means it's easier to build automations that can simplify your life. Here's how: How This Works Head to Apple Shortcuts, create a new shortcut, and you'll see "Apple Intelligence" as one of the listed applications that's supported. There are a few Actions related to text, allowing you to do things like proofread, summarize, and make a list from text. You also get the ability to create an image, if you want.
The laptop you use tomorrow will be like a Mac: Beautifully-designed, easy-to-use, highly secure, and packed with enough power to run artificial intelligence (AI) on device. It will possess advanced memory handling to optimize the use of that precious component, rather than squandering cash, heat sinks, and internal real estate on RAM that doesn't usually get used. Designed to optimize the OS it runs, it will integrate with your mobile devices, have a built-in tracker in case of loss,
The feature, virtually identical to Apple's Private Cloud Compute, comes as companies reconcile users' demands for privacy with the growing computational needs of the latest AI applications. Many Google products run AI features like translation, audio summaries, and chatbot assistants, on-device, meaning data doesn't leave your phone, Chromebook, or whatever it is you're using. This isn't sustainable, Google says, as advancing AI tools need more reasoning and computational power than devices can supply.
The new API accepts either text input or a combination of image and text input and produces a text response. According to Google, it enables the use of natural language prompts across a variety of mobile use cases, including short translation, image and text classification, content generation, and more: Prompt API moves beyond pre-built functionality to support custom, app-specific GenAI use cases, allowing you to create unique features with complex data transformation. Prompt API uses Gemini Nano on-device to process data locally, enabling offline capability and improved user privacy.
At its core, EmbeddingGemma serves as a text embedding model. It translates text, such as notes, emails, or documents, into specialized numerical codes called vectors. These vectors represent the meaning of the text in a high-dimensional space, allowing devices to grasp context rather than just matching keywords. This fundamental capability enables much more intelligent and helpful search, organization, and other AI functionalities, powering generative AI experiences directly on user hardware.
The browser would have more value if it included an on-device AI model that could run without requiring access to the internet, O'Donnell said. "This provides a channel through which they can get hundreds of millions of people to download their model," he said. In that scenario, the browser could access heavyweight AI models in the cloud to handle more demanding tasks.
At the core of the Lumex CSS platform is the Armv9.3 C1 CPU cluster, featuring Scalable Matrix Extension 2 (SME2) units. These units provide up to five times faster AI processing and three times improved efficiency compared with previous generations. The CPU cluster includes configurations such as C1-Ultra and C1-Pro cores, tailored to meet the demands of flagship devices. Micro-architectural improvements across cores contribute to an average 30% performance uplift and a 12% reduction in power consumption for daily mobile workloads.
Intel's upcoming "Panther Lake" processor for AI PCs could be a key building block in the transition of Windows 11 into an AI agent-driven OS, analysts said this week. Panther Lake will be available in PCs starting early in 2026. The chip meets the qualifications set by Microsoft for Windows Copilot+ PCs and provides the performance needed to run a new generation of AI applications, analysts said.
During the Snapdragon Summit on Maui, Cristiano Amon, CEO of Qualcomm, gave a glimpse into where the (mobile) ecosystem they provide with chips is heading. Qualcomm envisions a future in which AI moves from the cloud to your devices, taking care of everything for you in every possible way. Qualcomm invited us to attend the Snapdragon Summit, where two new chips were presented: a new smartphone and a new compute chip. The latter is primarily intended for laptops and mini PCs.
The way this works is silicon partners build and maintain execution providers that Windows ML distributes, manages, and registers to run AI workloads performantly on-device, serving as a hardware abstraction layer for developers and a way to get optimal performance for each specific silicon," Microsoft says in the announcement. In simple terms, the platform enables AI-infused apps to tap into PC hardware that's best suited for their specific workload, such as GPUs for power-intensive tasks, NPUs for power efficiency, and CPUs for flexibility.
The Dimensity 9500 features the new Arm G1-Ultra GPU, which MediaTek claims provides up to 33% higher peak performance and 42% improved power efficiency. It has twice the ray tracing units and promises up to 112% faster ray tracing performance. It has support for up to 120fps ray traced gaming with interpolation. There's also support for Vulkan's ray tracing pipeline as well as UnrealEngine 5's MegaLights and Nanite features.
With the Galaxy Watch8 Series, Samsung is doing just that. For the first time ever, a smartwatch features Google's Gemini AI built in - not as a voice assistant you have to dig for, not as a cloud service that lags behind - but as a native, on-device intelligence layer that powers everything from workouts to grocery lists to urgent work messages.
Google's latest Gemini AI upgrades attempt to anticipate what useful information you made need from your life to address a potential issue, make you to better photographer or become your personalised health and sleep coach. Shipping on the just-announced Pixel 10 Android phones, the new Magic Cue feature enables the chatbot to comb through your digital life and pull up relevant information on your phone just when you need it.
