What are the implications on on device models and how does that change the economics of AI?

What are the implications on on device models and how does that change the economics of AI? https://9to5google.com/2024/03/07/pixel-8-gemini-nano/

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side note 
android offers several benefits for deploying effective agents:
- cloud-based emulators are straightforward to initiate.
- the mobile view hierarchy is simpler than webpages, facilitating quicker, easier navigation for llms. 
- the ability to install apps on emulators enhances task completion capabilities