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普通人在电脑上尝鲜AI技术的三种方式

2024-05-29 20:33 · 稿源: TechWeb.com.cn
Unlocking the Power of AI for Everyone

Making AI Accessible: A Guide for Everyday Users

In the realm of rapidly evolving technology, Artificial Intelligence (AI) has seamlessly integrated into our daily lives. From effortless smart home control to personalized online recommendations, and even profound applications in healthcare and education, AI is reshaping the world with its transformative capabilities. However, for the majority of us, AI remains an enigmatic high-tech domain.

Cloud-Based AI: The Gateway to AI

When we think of AI, names like "ChatGPT" come to mind. This groundbreaking chatbot has illuminated the AI landscape, showcasing the boundless potential of this technology.

ChatGPT harnesses cutting-edge natural language processing and deep learning capabilities. It acts as a knowledgeable all-around advisor, providing comprehensive answers to your queries across various domains. For content creators, ChatGPT becomes an indispensable assistant, generating high-quality images, coding with precision, crafting innovative copy, designing professional presentations, and refining documents with finesse.

Accessing ChatGPT is a breeze. Simply visit the website, create an account, and you're ready to experience AI's power.

Note that ChatGPT (version 3.5) is now available for free as of April this year. If you're simply curious about its capabilities, you can access it without an account.

Local AI Deployment for Enhanced Privacy

While cloud-based AI offers numerous advantages, data privacy concerns linger. For instance, Samsung faced a security breach involving ChatGPT, where sensitive chip data was leaked due to employees directly feeding confidential information into the chatbot. To address such risks, local AI deployment emerges as a viable solution.

Local AI deployment keeps AI-related data processing on your own device, eliminating the need to transfer sensitive data to external servers. This ensures privacy protection when handling personal information or corporate secrets.

However, local deployment requires devices with robust processing capabilities, as they will handle AI tasks locally. Therefore, only high-performance devices are suitable for this approach.

AI PCs: Unlocking AI's Power on the Go

Recognizing the need for portable AI solutions, the concept of AI PCs emerged in 2023. These specialized computers combine Central Processing Units (CPUs), Graphics Processing Units (GPUs), and Neural Processing Units (NPUs), each designed for specific AI acceleration.

Unlike traditional gaming PCs, AI PCs prioritize thinness and portability. Gaming PCs often require bulky graphics cards, leading to heavy and unwieldy designs. AI PCs, on the other hand, adopt compact designs, offering a more convenient user experience.

For professionals who rely on AI in their work and are frequently on the move, AI PCs are an ideal choice. Who wants to lug around a bulky gaming PC during business trips?

Market Players in the AI PC Arena

The AI PC market currently features four key players: Apple, Intel, AMD, and Qualcomm, each with its distinct offerings.

Apple: Having established its presence in AI early on, Apple employs specific AI-related terms in its product naming, such as "machine learning." Its Core ML framework supports multiple platforms, making AI app development seamless within the Apple ecosystem.

Intel: Intel's Core Ultra processors are tailored for AI PCs, integrating CPU, GPU, and NPU. It's crucial to remember that AI applications often utilize not just NPU, but CPU and GPU capabilities as well.

AMD: AMD's AI PC processors combine three computing engines: Zen-based CPUs, AMD RDNA-based integrated or discrete GPUs, and AMD XDNA-based AI engines. XDNA, introduced after the acquisition of Xilinx, optimizes AI algorithm execution and energy efficiency.

Qualcomm: Microsoft recently launched AI PC products powered by Qualcomm Snapdragon X Elite and Snapdragon X Plus processors, such as the Surface Pro and Surface Laptop. Microsoft's AI PC approach emphasizes "ecosystem empowerment," enhancing the overall experience through optimized integration with Windows and other Microsoft products.

Conclusion

For those seeking to experience AI on their computers, cloud-based AI services like ChatGPT and Wenxin Yanyi offer affordability and ease of use.

If data privacy is paramount, local AI deployment on existing hardware is a practical option. Most gaming PCs already meet the performance requirements, but portability may be limited.

For professionals who need AI on the go, AI PCs provide an optimal solution, combining portability with AI capabilities, making work-related tasks a breeze.

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