概述
It connects research, education, policy, and practice rather than operating as an AI product company.
深入探讨
Stanford HAI describes its work as advancing AI and data-science research, education, policy, and practice. Its human-centered framing emphasizes human impact and AI designed to augment rather than replace people. The institute’s AI Index is an annual report that assembles measures and context about AI development. CRFM studies foundation models and their implications. These are research and education activities; HAI is not a regulator or model-certification body. Stanford HAI officially launched in 2019. CRFM researchers describe choosing and coining the term “foundation model” to emphasize a base adapted to downstream applications. Stanford HAI’s 2026 AI Index technical-performance chapter spans vision, video, language, speech, reasoning, robotics, and agentic systems; the chapter is one part of the annual report.
现实世界的实施
Researchers consult Stanford’s AI Index for reported measures and trends.
Students and scholars join interdisciplinary AI research and education programs.
CRFM studies foundation models, including their opportunities and risks.
Policymakers can use HAI research as one input among many.
斯坦福 HAI 的未来
HAI’s published programs and reports can change. Cite a particular report edition or institute program, and do not infer that analysis constitutes official policy or product certification.
付诸实践
为什么这很重要
- 供应商策略. 供应商路线图会影响您的团队接下来可以构建的功能。
- 成本与预算. 商业条款和部署选项会影响长期成本和风险。
- 风险与安全. 公司激励措施塑造了产品默认、安全态势和开放性。
留意
- 发布公告可能会超过实际生产工作流程的稳定性。
- API 定价或政策转变可能会在一夜之间打破假设。
- 单一供应商依赖性增加了锁定和迁移成本。
后续步骤
- 使用您自己的任务和数据集评估提供商。
- 在集成之前查看隐私、安全和法律条款。
- 维护跨模型或供应商的后备计划。
- 监控发行说明，以便路线图的更改不会让团队感到意外。
不断探索
常见问题
什么是斯坦福 HAI？
Stanford HAI is an interdisciplinary institute studying AI and its impact on people. It connects research, education, policy, and practice rather than operating as an AI product company.
斯坦福 HAI 中的“H”代表什么？
HAI 代表斯坦福以人为中心的人工智能研究所，强调人而不是纯粹的技术。
What does Stanford HAI describe as a guiding principle for AI?
Stanford HAI states its belief that AI should be guided by human impact and designed to augment people.
What does Stanford’s AI Index report aim to provide?
The AI Index compiles information on AI research, industry, policy, and societal trends.
Which best describes Stanford HAI?
HAI is Stanford’s interdisciplinary institute for human-centered AI research and practice.
HAI 基础模型研究中心推广了哪个术语？
HAI 的 CRFM 的研究人员为大型、功能广泛的人工智能系统创造并推广了“基础模型”这一术语。