⚡️ Systems Analysis Wiki — experimental version

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Artificial Intelligence Index Report 2025 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 AI is increasingly used in work and digital services
🔹 Using AI is becoming noticeably cheaper
🔹 Strong models are emerging across a growing number of countries and companies
🔹 Training and operating AI require ever more computing resources and energy
🔹 Regulation and requirements for safety and ethics are strengthening

Source: https://hai.stanford.edu/ai-index/2025-ai-index-report

Artificial Intelligence Index Report 2024 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 AI capabilities keep improving, but hard reasoning remains a challenge
🔹 Industry leads frontier AI development and investment
🔹 Training cutting-edge models is getting more compute- and energy-intensive
🔹 AI is spreading into more products and everyday use cases
🔹 Regulation and responsible AI requirements are ramping up

Source: https://hai.stanford.edu/ai-index/2024-ai-index-report

Artificial Intelligence Index Report 2023 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 Breakthrough public adoption of generative AI accelerates
🔹 Models get larger and more capable, but cost and compute needs rise fast
🔹 Industry increasingly leads advanced model development
🔹 AI becomes more present in products and everyday workflows
🔹 Governance and responsible AI efforts expand, but standards remain uneven

Source: https://hai.stanford.edu/ai-index/2023-ai-index-report

Artificial Intelligence Index Report 2022 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 AI investment surged in 2021 and mega-rounds became more common
🔹 U.S.–China collaboration dominated cross-country AI research output
🔹 Larger language models hit new performance highs, but bias/toxicity risks increased
🔹 Training became cheaper and faster across key benchmarks
🔹 AI-related legislation increased globally

Source: https://hai.stanford.edu/ai-index/2022-ai-index-report

Artificial Intelligence Index Report 2021 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 AI performance continued to improve across major benchmarks
🔹 Industry investment and deployment expanded
🔹 More research and talent flowed globally (not only in the U.S. and China)
🔹 Responsible AI and governance gained attention, but gaps remained
🔹 AI-related incidents and public concerns became more visible

Source: https://hai.stanford.edu/ai-index/2021-ai-index-report

Artificial Intelligence Index Report 2019 — an annual analytical report by the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Global AI trends.

🔹 AI research output keeps accelerating (papers, citations, patents)
🔹 China rapidly grows as a major AI research producer
🔹 AI investment and hiring demand continue to rise
🔹 Autonomous vehicles testing expands fast (more companies, more miles)
🔹 Policy attention and ethics debates intensify (fairness, transparency, privacy)

Source: https://hai.stanford.edu/ai-index/2019-ai-index-report

Artificial Intelligence Index Report 2018 — an annual analytical report by the AI Index (Stanford). Global AI trends.

🔹 AI activity is growing worldwide (research, education, conferences)
🔹 Technical performance keeps improving, with strong progress in language (NLP)
🔹 AI is increasingly global beyond the U.S./China/Europe
🔹 Governments step up with AI initiatives and investment
🔹 Diversity remains a challenge (especially gender), despite rising awareness

Source: https://hai.stanford.edu/ai-index/2018-ai-index-report

Artificial Intelligence Index Report 2017 — an annual analytical report by the AI Index (Stanford). Global AI trends.

🔹 Rapid growth of AI research and technical progress
🔹 Rising industry investment and early signs of broad commercialization
🔹 Expansion of AI talent pipelines (education, jobs, skills demand)
🔹 Growing policy attention to AI impacts and governance
🔹 Early focus on ethics, transparency, and accountability

Source: https://hai.stanford.edu/ai-index/2017-ai-index-report

Artificial Intelligence Index Report
by the Stanford Institute for Human-Centered Artificial Intelligence (HAI)

AI Index Report 2025
AI Index Report 2024
AI Index Report 2023
AI Index Report 2022
AI Index Report 2021
AI Index Report 2019
AI Index Report 2018
AI Index Report 2017
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