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AI agent struggles with real-world phone tasks, Qwen3.8-27B achieves 56.7% success

By PulseAugur Editorial · [1 sources] ·

A new benchmark called AndroidLife tested an AI agent's ability to perform real-world tasks on a smartphone, with the Qwen3.8-27B model achieving a 56.7% success rate. The test involved 60 sequential tasks on a OnePlus phone, resulting in a peak chip temperature of 98.2°C and a 69% battery drain. While Qwen3.8-27B set a new benchmark for text-based models, it struggled with multi-step app interactions and accurately retrieving specific user information. AI

IMPACT Highlights the current limitations of AI agents in performing complex, multi-step tasks on mobile devices.

RANK_REASON The item describes a new benchmark for evaluating AI agents on real-world tasks. [lever_c_demoted from research: ic=1 ai=1.0]

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI agent struggles with real-world phone tasks, Qwen3.8-27B achieves 56.7% success

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2 / 100
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The item describes a new benchmark for evaluating AI agents on real-world tasks. [lever_c_demoted from research: ic=1 ai=1.0]
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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product, other
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High
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Same-day
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COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/East-Muffin-6472 ·

    AndroidLife: Can an AI agent survive a day in the life of a real user? Qwen3.8-27b run: 56.7% SR

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wis5p0/androidlife_can_an_ai_agent_survive_a_day_in_the/"> <img alt="AndroidLife: Can an AI agent survive a day in the life of a real user? Qwen3.8-27b run: 56.7% SR" src="https://preview.redd.it/gq3oe9qoj2qh…

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