> For the complete documentation index, see [llms.txt](https://parallel-ai.gitbook.io/parallel-ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://parallel-ai.gitbook.io/parallel-ai/how-parallel-processing-improves-ai-efficiency.md).

# HOW PARALLEL PROCESSING IMPROVES AI EFFICIENCY

- [Boosting The Performance Of GPUs / CPUs](https://parallel-ai.gitbook.io/parallel-ai/how-parallel-processing-improves-ai-efficiency/boosting-the-performance-of-gpus-cpus.md)
- [Efficient Use Of Processing Cores](https://parallel-ai.gitbook.io/parallel-ai/how-parallel-processing-improves-ai-efficiency/efficient-use-of-processing-cores.md)
- [Competitive Advantages](https://parallel-ai.gitbook.io/parallel-ai/how-parallel-processing-improves-ai-efficiency/competitive-advantages.md)