Artificial intelligence continues to transform the technological landscape with innovative products and solutions. At the centre of this AI ecosystem are AI PCs, personal computers designed to support artificial intelligence applications locally on the device.
For Malaysian professionals and students looking to stay at the forefront of technology, AI PCs represent a unique opportunity to optimise workflows and access previously unthinkable processing capabilities. While these specialised laptops are still in the early growth stages, PCs will soon be able to handle heavy AI applications more efficiently than ever before.
Your regular computer will become more responsive to your needs and demands, predict your habits, and create efficient systems for your daily tasks. In Malaysia’s competitive market, where productivity and efficiency are fundamental to success, this technology promises to revolutionise how we work across diverse industries from Kuala Lumpur’s financial district to Johor’s manufacturing hubs.
What Is an AI PC and How Does It Work?
AI PC Definition: An AI PC is a personal computer equipped with specialised hardware (NPU) designed to run AI applications locally on the device, without requiring cloud connectivity.
An AI PC is a personal computer designed to execute AI applications locally, meaning on the device itself. Take OpenAI models as an example: if your computer can run open-source models like GPT-OSS-20B and GPT-OSS-120B without needing to connect to the internet and access the cloud, then we’re talking about an AI PC.
Key components of an AI PC:
- NPU (Neural Processing Unit) – Specialised chip for AI tasks
- Enhanced CPU – Traditional processor with AI capabilities
- Updated GPU – Graphics card optimised for AI rendering
- High-capacity RAM – 16GB minimum for efficient multitasking
- Fast SSD storage – Rapid data transfer for AI operations
HP has a comprehensive line of AI PCs with varied capabilities and features, thanks to innovative hardware, software, and motherboard firmware. These computers, from basic to advanced, ensure efficient operation of AI applications and are also designed to maintain relevance as AI technology advances.
Understanding what makes an AI PC is crucial for choosing the best one for your workflow. It’s important to consider hardware and software options, along with proven performance in real-world scenarios tailored to Malaysia’s diverse professional landscape.
The NPU: Benefits of the Neural Processing Unit
Key Fact: NPUs can perform up to 50 TOPS (trillions of operations per second) while consuming less power than traditional processors.
The NPU, also called Neural Processing Unit, is an additional silicon component built into the processor chip. It has a parallelised design, meaning it can perform multiple resource-demanding AI algorithmic tasks simultaneously. The NPU handles AI tasks, freeing up the CPU and GPU to perform their usual functions.
NPU benefits at a glance:
- Parallel processing – Handles multiple AI tasks simultaneously
- Energy efficiency – Lower power consumption than CPU/GPU for AI tasks
- Dedicated AI processing – Frees CPU/GPU for traditional computing
- Faster AI inference – Optimised for machine learning operations
An AI PC offloads specific AI tasks, such as machine learning inference, image recognition, and natural language processing, to the NPU, ensuring neural processing tasks are performed by special silicon arrays, like Nvidia’s CUDA core architecture.
However, there are occasions when AI tasks will utilise a PC’s CPU and GPU computing resources, depending on the applications being run. NPUs made it possible for lightweight PCs to process AI algorithmic tasks, offering power, portability, and efficiency all at once.
TOPS and AI Performance: What It Means
Quick TOPS Definition: Trillions of Operations Per Second – measures how many AI calculations a chip can perform per second.
TOPS performance levels:
- Basic tier: 20-30 TOPS – Basic AI tasks, real-time translation
- Mid-range: 30-45 TOPS – Content creation, local LLMs
- High-end: 45-50+ TOPS – Enterprise workflows, complex AI modelling
TOPS stands for trillions of operations per second. In simple terms, it measures the maximum number of 8-bit integers (INT8) that a chip can execute. In other words, it’s a mathematical calculation of how efficiently a chip can execute AI inference.
It’s important to know that while TOPS is a performance measurement calculated and rated by the manufacturer, it doesn’t translate completely to real-world scenarios. There can be differences between theoretical performance and actual performance under specific conditions.
While NPUs are crucial for an AI PC’s performance, other factors, such as RAM, data transfer speed (storage), thermal throttling, and software demand, also affect how efficiently or inefficiently an AI PC can work under different circumstances.
Real Benefits of AI Laptops
- Privacy-focused local processing
- No internet required for AI tasks
- Faster response times than cloud-based AI
AI automates and optimises daily tasks, from simple to complex calculations. They have real benefits for individual professionals, students, and Malaysian businesses across various sectors.
Language model processing
What it does: Runs ChatGPT-like models without internet connection
Compatible models: LLaMA, Phi, GPT-OSS variants
Benefit: Complete privacy, no data leaves your device
HP laptops with AI capabilities can run powerful local language models like LLaMA and Phi. These language models can explain concepts, communicate, define terms, write, rephrase, and provide information on topics, without needing to connect to the internet. Imagine accessing OpenAI’s GPT power without worrying about privacy breaches.
Image generation
What it does: Creates AI art and edits photos locally
Compatible tools: Stable Diffusion, DALL-E alternatives
Processing time: 2-10 seconds per image (varies by model)
Image generation involves using generative AI to create AI art, edit images, and design emojis. AI art is rapidly becoming mainstream, and as technology improves, many end users want PCs that can perform these tasks quickly and efficiently with simple commands.
Real-time subtitling and translation
Supported languages: Over 40 languages
Accuracy: 95%+ for major languages
Use cases: Virtual meetings, content accessibility
Real-time translation and subtitling save users time by automatically subtitling video meetings in real-time. The technology also differentiates each speaker and translates language. This means virtual meetings can be conducted by people speaking different languages without barriers – particularly valuable in Malaysia’s multilingual business environment.
Advanced natural language search
New AI features, like OpenRecall, an open-source program, periodically capture your screen and index your activity, allowing you to search for specific activities if you forget something. For example, suppose you spent time in Chrome searching websites for the best pizza place in Kuala Lumpur, three weeks later, you can ask OpenRecall to find web pages you opened related to pizza, within a three-week window.
OpenRecall is local, meaning it doesn’t connect to the internet, ensuring privacy protection. As it’s open-source, anyone can review its code, and you can encrypt your data while enjoying your ability to recall past activities without a filename or timestamp.
Personal AI assistants
AI chatbots are rapidly becoming assistants. CoPilot+, for example, helps you analyse notes, photos, and videos. From writing newsletters to emails, text messages, and organising your calendar, getting relationship advice, all with loose language commands. It’s like talking to a human: an intelligent and responsive personal assistant.
System and power management
HP AI PCs have adopted advanced power management, enabling portable and powerful systems to handle resource-intensive tasks without putting undue strain on battery usage and life. From hardware structure (fan, CPU and GPU design), and workload distribution across CPU, GPU and NPU, these intelligent innovations make AI PCs powerful, sustainable, and environmentally friendly.
Webcam and audio enhancements
AI camera features:
- Background blur/replacement
- Auto framing
- Low-light enhancement
- Eye contact correction
HP AI PCs also enhance your video and audio calling experience, from improving webcam images to focused framing, white balance adjustments, and audio enhancements.
While applications like Zoom offer these features, an AI PC allows you to access the same features locally without connecting. The NPU hardware handles their processing in the background without monopolising your CPU or GPU or draining your battery.
First Look at HP AI PCs
Best mobile workstation for creative professionals
Designers, architects, and content creators in Malaysia will find the HP ZBook Firefly 14 inch G11 Mobile Workstation PC the perfect tool for their most demanding workflows. This amazingly sleek and powerful laptop combines pro-level performance with true mobility, starting at 3.1 lbs for maximum portability.
- AMD Ryzen™ PRO Processor for fast responsiveness on projects
- Integrated graphics for professional workflows
- AI-enhanced 5MP webcam and audio with background noise blocking
- Stunning display for collaboration and project management
- EPEAT® Gold registered with 100% sustainably sourced outer box packaging
The ZBook Firefly G11 is designed for professionals who need to stay productive anywhere. Its lightweight design makes it ideal for Malaysian professionals who travel frequently between client sites, while the AI-enhanced webcam ensures crystal-clear video calls in Malaysia’s diverse business environments.
Best next-generation AI notebook for business
For Malaysian business professionals seeking cutting-edge AI capabilities, the HP EliteBook Ultra G1i 14 inch Notebook represents next-generation AI PC technology. This blue laptop combines advanced security features with powerful AI processing capabilities.
- Intel® Core™ Ultra 5 236V (up to 4.7 GHz Max Turbo frequency, 8 MB L3 cache, 8 cores, 8 threads)
- Intel® Arc™ Graphics for enhanced visual performance
- Windows 11 Pro for business-grade features
- 14″ diagonal 2.8K display for crisp visuals
- 512 GB SSD storage for fast data access
This laptop features HP Sure Click for browsing protection, HP Sure Sense for advanced malware protection, and HP Sure Start for automatic firmware recovery. The NPU enables power-efficient video controls including Auto Framing, Spotlight, Background Blur, and virtual backgrounds – perfect for Malaysia’s remote work culture.
Best convertible AI laptop for versatility
The HP OmniBook Ultra Flip Laptop 14-fh0034TU offers the ultimate in versatility with next-generation AI PC capabilities. This grey convertible laptop features a stunning 2.8K OLED display and Intel’s latest AI-optimized processors.
- Intel® Core™ Ultra 7 258V (up to 4.8 GHz with Intel® Turbo Boost Technology, 12 MB L3 cache, 8 cores, 8 threads)
- Intel® Arc™ Graphics for enhanced creativity and productivity
- 14″ diagonal 2.8K OLED touch display with Eyesafe® certification
- 1 TB SSD storage for extensive file storage
- Corning® Gorilla® Glass 5 for enhanced durability
The OLED display delivers 2880 x 1800 resolution with stunning details and lifelike colours, while the 16:10 aspect ratio provides extra screen real estate for content creation. The Thunderbolt™ 4 connectivity ensures seamless integration with Malaysia’s modern office environments.
Who Should Consider Buying an AI PC?
Perfect for: Content creators, developers, data analysts, mobile professionals
Good for: Students, business professionals, remote workers
Consider waiting: Basic users, budget-conscious buyers, simple office tasks
Content creators
Graphic designers, video editors, photographers, and animators can better optimise their workflows with AI PCs. Features like image enhancement, background removal, video editing, and rendering work much more smoothly with dedicated AI processing.
The HP ZBook Firefly 14 inch G11 offers the perfect combination of portability and professional capabilities. Its AMD Ryzen PRO processor handles demanding creative applications while the AI-enhanced features streamline video production workflows – essential for Malaysia’s growing digital content industry.
Recommended configuration:
- AMD Ryzen PRO processor with AI capabilities
- Integrated graphics for professional applications
- 16GB+ RAM for multitasking
- Fast SSD storage for large media files
Business professionals
Malaysian business professionals who frequently collaborate across different time zones and languages will benefit significantly from AI PC capabilities. The HP EliteBook Ultra G1i provides enterprise-grade security with AI-powered productivity features.
The NPU enables power-efficient video controls that automatically adjust camera settings for professional video calls, while advanced security features protect sensitive business data – crucial for Malaysia’s finance and consulting sectors.
Recommended configuration:
- Intel Core Ultra 5 with NPU
- Windows 11 Pro for business features
- Advanced security suite (HP Sure Click, Sure Sense, Sure Start)
- High-resolution display for presentations
Students and academics
For Malaysian students at universities like Universiti Malaya or Universiti Teknologi Malaysia, an AI PC like the HP OmniBook Ultra Flip offers versatility for both study and creative projects. The convertible design adapts to different learning environments.
The OLED touch display with Eyesafe certification reduces eye strain during long study sessions, while the powerful Intel Core Ultra processor handles everything from research to multimedia presentations.
Recommended configuration:
- Intel Core Ultra 7 with AI acceleration
- Convertible design for flexibility
- OLED display for visual clarity
- Ample storage for academic projects
Developers and tech professionals
Malaysia’s growing tech sector requires powerful, portable development machines. The HP EliteBook Ultra G1i provides the processing power needed for compiling code, running virtual machines, and testing AI applications.
The combination of Intel Core Ultra processors with dedicated AI capabilities enables local development and testing of machine learning models without relying on cloud services – valuable in Malaysia’s variable connectivity environments.
Recommended configuration:
- Intel Core Ultra processors with NPU
- Fast SSD storage for development environments
- Multiple connectivity options
- Professional-grade security features
