Overview

The Compute Platform for On-Device GenAI

AI Summary

On-device generative AI in mobile computing relies on the Arm Lumex Compute Subsystem (CSS) Platform to balance performance, efficiency, and accessibility for AI-native, advanced experiences. As AI models evolve rapidly, Arm enables innovation across the compute stack, ensuring mobile devices can handle demanding workloads. This foundation supports scalable AI solutions that transform how applications deliver intelligent and responsive capabilities.

 

 
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Applications for AI-Powered Mobile Experiences

  • Gen AI on Mobile icon
    Generative AI
  • AI Inference on CPU icon
    CPU Inference
  • Machine Learning icon
    Machine Learning

Gen AI on Mobile

Generative AI is consolidating the smartphone as the center of personal and professional compute. Arm technology offers an efficient foundation for AI acceleration at scale, enabling innovative generative AI use cases, including group chat summarization and real-time assistants, to run entirely on mobile.

Gen AI on Mobile

AI Inference on CPU

With the growing number of AI applications, there comes an exponential increase in the need for AI inference capabilities. Arm CPUs provide the technology foundation for inference to run on mobile, bringing AI into the hands of billions of people around the world.

AI Inference on CPU

Classical ML and Deep Learning

Arm is the foundation of real-world machine learning (ML), providing a flexible compute platform to match your workload demands in an energy-efficient way, from face ID and image classification to speech recognition and email spam filters.

Classical ML and Deep Learning
Technologies

The Foundation for AI Innovation

Use Cases

Generative AI on Smartphones

 
 
 
Success Stories

Partner Innovation

Google Android AI SME2 promo banner

Mobile AI
Boosting Mobile AI with Arm SME2 and Google Android

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Arm and Meta

Mobile AI
Unlocking AI Technologies with Meta

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Arm Compute Platform Power Next-Gen vivo Smartphones

Mobile AI
vivo: Powering AI Smartphone Experiences

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Developer

Mobile Development on Arm

From documentation and tutorials to specialized tools and libraries, here’s everything you need to build mobile applications on Arm-based devices.

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GenAI

The Use of GenAI in Game Development

Explore how generative AI is being incorporated into the game development pipeline at different stages.

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Learning Paths

Mobile, Graphics, and Gaming

Explore how generative AI is being incorporated into the game development pipeline at different stages.

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Resources

Latest News and Resources

  • NEWS and BLOGS
  • WEBINARS
  • WHITE PAPERS
  • GUIDES
  • REPORTS
Mobile AI

The Arm Platform: Redefining Mobile Experiences with AI

Learn about Arm CSS for Client, the latest Arm Armv9 CPUs and GPUs, the benefits and opportunities of running AI on device, and how to innovate and speed time to market.

Mobile AI

The CPU Cluster: Redefining Mobile Experiences with AI

Discover the features, benefits, and performance enhancements of Arm Cortex-X925, Cortex-A725 CPU, Cortex-A520 CPU and Arm DSU-120.

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Generative AI

Scale Generative AI with Flexibility and Speed

The race to scale new generative AI capabilities is creating opportunities for innovation and challenges – learn how to beat them.

Mobile AI icon
Software AI Acceleration

Why Software is Crucial to Achieving AI’s Full Potential

How to choose the right open-source solutions to help accelerate generative AI and reduce the footprint of AI models.

Mobile AI

How Arm Enables Mobile AI Everywhere

Explore the numbers behind AI on Arm. This infographic shows how the Arm compute platform empowers developers and device makers to deliver next-generation AI-driven experiences to billions of users worldwide.

AI Workloads on Arm

Guide to Understanding AI Inference on CPU

Demand for running AI workloads on CPU is growing. Our helpful guide explores the benefits and considerations for CPU inference across a range of sectors, including Mobile AI.

Mobile AI

AI: Supercharging the Future of Mobile Graphics

See how AI workloads on mobile devices are creating advanced computing capabilities and performance, which translates to improved mobile graphics, intelligent interactions, and immersive gaming experiences.

The New Frontier for On-Device AI

Smaller models and accelerated compute are transforming AI on mobile.

Arm AI Readiness Index

Our comprehensive analysis of global AI readiness reveals how technology leaders across enterprises are adopting practical use cases for leading the next wave of mobile AI applications.

Key Takeaways

Key Takeaways

  • On-device generative AI uses the Arm compute platform to deliver high-performance, efficient, and accessible mobile intelligence.
  • Rapid advancements in AI models are driving software requirements that surpass traditional hardware capabilities.
  • Arm enables innovation across the compute stack to address the growing complexity of mobile AI workloads.
  • The platform ensures efficient performance and scalability for running generative AI directly on mobile devices.
  • Mobile applications benefit from responsive, intelligent AI experiences supported by Arm’s foundational compute technologies.

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