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OpenMobile-2 proves open-source smartphone agents can rival proprietary models

Smartphone agents don't get better by processing more data. They improve by training on as many different apps as possible. The researchers behind OpenMobile-2 built an open training environment with more than 110 applications, including 35 replicas of popular apps. On real Android devices, their model scores highest among open agents, the authors say.

By The Decoder

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·Excerpt
OpenMobile-2 proves open-source smartphone agents can rival proprietary models
Image: In hybrid mode, the agent combines normal screen actions with functions the app exposes directly as tools. | Image: Yan et al.

More data alone doesn't make smartphone agents better. With the same amount of data, what matters most is how many different apps an agent trains on.

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