Google is stepping up its game in the world of AI-powered laptops, hoping to give Windows 11 a run for its money. Instead of relying solely on cloud-based AI, Google is pushing its Gemini AI services right into Chromebooks, making them a serious contender in the AI PC space. This move aims to position Chromebooks as an alternative to Windows 11 AI PCs, especially those equipped with specialized neural chips for on-device AI tasks.

Google’s Strategy to Compete with Microsoft

Microsoft has been leading the charge with AI PCs, introducing models with neural processing units (NPUs) that can run generative AI tools offline. These machines, called Copilot+ PCs, use chips from Intel, AMD, and Qualcomm. They are designed to handle AI tasks locally, making them faster and more private. Google, on the other hand, is integrating Gemini AI services into ChromeOS, the operating system behind Chromebooks, which also feature AI chips that can perform AI tasks without needing the internet.

Jitesh Ubrani, an analyst at IDC, explains that when people talk about AI PCs, they often refer to Microsoft’s Copilot+ machines or Apple’s AI features. But now, Chromebooks are catching up, especially as more models include neural processing units. Lenovo recently launched the Chromebook Plus 14, which Google describes as its most advanced Chromebook yet. It’s the first with a MediaTek AI chip capable of 50 TOPS, or trillion operations per second. These chips are meant to speed up AI processing directly on the device, reducing reliance on the cloud.

The Growing Role of AI Chips in Chromebooks

Chromebooks are especially popular in schools in the US and Japan. While they don’t pose a major threat to Windows in the broader market, they offer a compelling alternative. Many IT managers are upgrading their systems to AI-enabled models, even if they’re not entirely sure how to use these new chips yet. Often, the motivation is to be ready for the future or to avoid potential price hikes caused by tariffs.

Since Chromebooks depend heavily on cloud services and Gemini’s online capabilities, the addition of NPUs may not drastically change how they’re used today. Ubrani notes that the cost of these chips often influences buying decisions. When companies invest in high-end Chromebooks, like the Chromebook Plus, they tend to prefer models with AI chips because they see value in having on-device AI. In many cases, if a device costs a certain amount, it’s almost expected to include an NPU.

Meanwhile, Google and Microsoft are building their own ecosystems of AI hardware. Microsoft is developing small language models (SLMs) that can run offline on AI chips in PCs, which is a major step toward more independent AI tools. Google isn’t currently planning offline AI for Workspace, but experts believe that browser-based AI acceleration using chips could make large language models run faster on Chromebooks. Jack Gold, an analyst, explains that AI in browsers will increasingly leverage device resources—just like how browsers now use GPUs to improve performance.

The Future of AI in PCs and Business Adoption

Google’s push into AI isn’t happening in isolation. OpenAI, the company behind ChatGPT, is also planning to launch a browser-based productivity app to compete with Microsoft Office. The overall AI infrastructure companies adopt will influence what kind of AI PCs they choose. For small and medium businesses, Chromebooks with Gemini might be attractive, especially if they want to stay ahead in AI capabilities.

Gold points out that the bigger picture involves more than just AI features. Security and compliance are critical concerns for enterprises. Many organizations worry about data leaks or AI models that aren’t secure. If workers download tools individually or mishandle AI data, it could pose risks. Ranjit Atwal from Gartner adds that simply having powerful AI chips isn’t enough. The real key will be how well small language models run efficiently and how they are applied to specific tasks.

Ultimately, this is a battle between two giants—Google and Microsoft—each trying to dominate the AI landscape in PCs. For Microsoft, the focus is on enterprise AI with Copilot, while Google leans toward consumer and business users with Gemini and Chromebooks. The outcome will depend on how well these companies develop task-specific AI models, multi-modal interfaces, and secure, easy-to-use solutions that meet the needs of different users. The race for AI dominance in the PC world is just heating up, and it will be interesting to see how it unfolds in the coming years.

Inspired by

• https://www.computerworld.com/article/4030325/google-makes-an-ai-play-with-chromeos-pcs.html

Sources

• gmpg.org
• chromeos.google
• wsj.com
• spglobal.com
• theregister.com