科研速览 · Science Skim继续刷下去 · Keep skimming →
2026-07-31· Quality (philosophy)

Looking Ahead

Steven M. Niemi

原始摘要(英文原文)· Original abstract
This final chapter explores the evolving needs and activities of vivarium operations support over the next 20 years. As animal research becomes more complex, expensive, and controversial, the chapter addresses how intellectual and financial investments in laboratory animals will increase. It discusses the pressures to maintain laboratory animals in a cost-effective manner without compromising worker safety, animal welfare, regulatory compliance, or data integrity. The chapter also highlights the impact of a shrinking labor market on laboratory animal care and the increasing reliance on a smaller pool of more knowledgeable workers. Additionally, it examines the advancements in automated monitoring and mechanized processes to improve efficiency and quality in vivarium operations. The chapter concludes with a discussion on the potential of artificial intelligence and other innovations to enhance vivarium support processes and staffing.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Looking Ahead — 科研速览 Science Skim