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Arm Integrates Dedicated Neural Accelerators Into 2026 Mali GPU Designs

The company released a neural graphics development kit today to let developers trial AI upscaling ahead of hardware delivery

© ARM

Overview

  • Arm’s next-generation Mali GPU blueprints will embed neural accelerator hardware within shader cores to scale AI graphics processing with core counts by 2026
  • Neural Super Sampling is claimed to upscale from 540p to 1080p in about 4 ms per frame while reducing GPU workload by up to 50 percent according to Arm’s internal tests
  • Arm outlined additional AI graphics features including Neural Frame Rate Upscaling for smoother motion, Neural Super Sampling and Denoising for ray-traced quality, and neural-assisted path tracing
  • A neural graphics development kit released today provides Unreal Engine plugins, open-source models on GitHub and Hugging Face, and PC emulation of ML Vulkan extensions for early integration
  • Widespread impact hinges on mobile SoC licensees enabling the neural hardware, game developers adopting the tools and independent benchmarks to verify Arm’s performance and efficiency claims