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Google is aiming to control the distributed AI network and win data privacy war through its experimental Android app that enables running gen AI models entirely on the edge

June 3, 2025 //  by Finnovate

Google has quietly released an experimental Android application that enables users to run sophisticated AI models directly on their smartphones without requiring an internet connection. The app, called AI Edge Gallery, allows users to download and execute AI models from the popular Hugging Face platform entirely on their devices, enabling tasks such as image analysis, text generation, coding assistance, and multi-turn conversations while keeping all data processing local. The application, released under an open-source Apache 2.0 license and available through GitHub rather than official app stores, represents Google’s latest effort to democratize access to advanced AI capabilities while addressing growing privacy concerns about cloud-based artificial intelligence services. “The Google AI Edge Gallery is an experimental app that puts the power of cutting-edge Generative AI models directly into your hands, running entirely on your Android devices.” At the heart of the offering is Google’s Gemma 3 model, a compact 529-megabyte language model that can process up to 2,585 tokens per second during prefill inference on mobile GPUs. This performance enables sub-second response times for tasks like text generation and image analysis, making the experience comparable to cloud-based alternatives. The app includes three core capabilities: AI Chat for multi-turn conversations, Ask Image for visual question-answering, and Prompt Lab for single-turn tasks such as text summarization, code generation, and content rewriting. Users can switch between different models to compare performance and capabilities, with real-time benchmarks showing metrics like time-to-first-token and decode speed. The local processing approach addresses growing concerns about data privacy in AI applications, particularly in industries handling sensitive information. By keeping data on-device, organizations can maintain compliance with privacy regulations while leveraging AI capabilities.  Qualcomm’s AI Engine, built into Snapdragon chips, drives voice recognition and smart assistants in Android smartphones, while Samsung uses embedded neural processing units in Galaxy devices. By open-sourcing the technology and making it widely available, Google ensures broad adoption while maintaining control over the underlying infrastructure that powers the entire ecosystem. Google open-sources its tools and makes on-device AI widely available because it believes controlling tomorrow’s AI infrastructure matters more than owning today’s data centers. If the strategy works, every smartphone becomes part of Google’s distributed AI network. That possibility makes this quiet app launch far more important than its experimental label suggests.

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Category: Google, Companies and Organizations

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