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Farsight: Fostering Responsible AI Awareness During AI Application Prototyping
Feb. 26, 2024, 5:43 a.m. | Zijie J. Wang, Chinmay Kulkarni, Lauren Wilcox, Michael Terry, Michael Madaio
cs.LG updates on arXiv.org arxiv.org
Abstract: Prompt-based interfaces for Large Language Models (LLMs) have made prototyping and building AI-powered applications easier than ever before. However, identifying potential harms that may arise from AI applications remains a challenge, particularly during prompt-based prototyping. To address this, we present Farsight, a novel in situ interactive tool that helps people identify potential harms from the AI applications they are prototyping. Based on a user's prompt, Farsight highlights news articles about relevant AI incidents and allows …
ai application application arxiv cs.ai cs.cy cs.hc cs.lg prototyping responsible responsible ai type
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