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New Test Checks AI Agents on Vague, Long User Requests

Most tests for AI screen helpers use exact, step-by-step instructions. Everyday people often give vague requests that depend on what was said earlier. Researchers built MemU-Bench to check how well these AI agents handle such long, history-based interactions with apps and screens.

Quick glossaryGUI agents, Benchmark, Long-horizon
GUI agents
AI programs that control apps and screens by clicking and typing, much like a person would do.
Benchmark
A standard set of tests used to measure and compare how well different AI systems perform.
Long-horizon
Tasks that need many steps and depend on remembering what happened earlier in the conversation.
arXiv cs.AI
Burning Potato score: 69%

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