A new benchmark shows LLM smartphone agents achieve comparable success with screen text alone as with screenshots, but both fail often due to UI accessibility and reasoning gaps.
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Mixed-methods studies of an LLM-supported peer support system uncover systematic misalignments where mental health experts flag critical safety and fidelity issues in peer responses that the supporters themselves do not perceive.
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Do LLMs Need to See Everything? A Benchmark and Study of Failures in LLM-driven Smartphone Automation using Screentext vs. Screenshots
A new benchmark shows LLM smartphone agents achieve comparable success with screen text alone as with screenshots, but both fail often due to UI accessibility and reasoning gaps.
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"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions
Mixed-methods studies of an LLM-supported peer support system uncover systematic misalignments where mental health experts flag critical safety and fidelity issues in peer responses that the supporters themselves do not perceive.