倡导对可靠和值得信赖的AI进行信任,以改变证据合成
1Wellcome Trust, London, UK. i.fletcher@wellcome.org.
Environmental evidence
|October 23, 2025
概括
人工智能 (AI) 可以彻底改变证据合成,以提高决策能力. 然而,建立值得信赖的AI和培养信任需要文化转变和明确的最佳实践.
科学领域:
- 卫生科学 卫生科学 卫生科学
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
背景情况:
- 全球对高质量证据的需求正在增加.
- 庞大的科学文献和人工智能为基于证据的决策提供了机会.
- 人工智能支持的证据综合可以改变全球健康和生计.
研究的目的:
- 突出人工智能在证据合成中的变革潜力.
- 确定在证据综合中将人工智能纳入主流的障碍和要求.
- 强调需要值得信赖的AI和对AI系统的信任.
主要方法:
- 讨论目前在建立AI在证据综合中的最佳实践方面的努力.
- 识别证据社区内文化转变的需要.
- 强调慈善投资的重要性和强有力的评估.
主要成果:
- 进步受到缺乏关于可信的人工智能在证据综合方面的共识的阻碍.
- 人工智能开发者和用户之间需要实质性的文化转变.
- 优先考虑可信的人工智能和信任评估对于一个有利的环境至关重要.
结论:
- 将人工智能纳入证据综合的主流需要更好地了解可信度和信任.
- 资助者应该优先考虑可信度和信任,同时平衡创新.
- 实现AI在证据综合方面的潜力需要解决文化和共识建设的挑战.
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