Artificial Intelligence Index Report 2024 Artificial Intelligence Index Report 2024 Introduction to the AI Index Report 2024 Welcome to the seventh edition of the AI Index report. [...] Previous editions have been cited in major newspapers, including the The New York Times, Bloomberg, and The Guardian, have amassed hundreds of academic citations, and been referenced by high-level policymakers in the United States, the United Kingdom, and the European Union, among other places. [...] In the second future, the adoption of AI is constrained by the limitations of the technology. [...] In 2023, policymakers on both sides of the Atlantic put forth substantial proposals for advancing AI regulation The European Union reached a deal on the terms of the AI Act, a landmark piece of legislation enacted in 2024. [...] Some of the new regulatory agencies that enacted AI- related regulations for the first time in 2023 include the Department of Transportation, the Department of Energy, and the Occupational Safety and Health Administration.
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- United States of America
Table of Contents
- Artificial Intelligence Index Report 2024 1
- Introduction to the AI Index Report 2024 2
- Message From the Co-directors 3
- Message From the Co-directors contd 4
- Top 10 Takeaways 5
- Top 10 Takeaways contd 6
- Steering Committee 7
- Staff and Researchers 7
- How to Cite This Report 8
- Public Data and Tools 8
- AI Index and Stanford HAI 8
- Supporting Partners 9
- Analytics and Research Partners 9
- Contributors 10
- Contributors contd 11
- Organizations 12
- Table of Contents 13
- Report Highlights 14
- Report Highlights 15
- Report Highlights 17
- Report Highlights 19
- Report Highlights 21
- Report Highlights 22
- Report Highlights 24
- Report Highlights 25
- Report Highlights 26
- Research and Development 27
- Preview 28
- Overview 29
- Chapter Highlights 30
- 1.1 Publications 31
- 1.2 Patents 38
- 1.3 Frontier AI Research 45
- 1.4 AI Conferences 66
- 1.5 Open-Source AI Software 69
- Technical Performance 73
- Preview 74
- Preview contd 75
- Overview 76
- Chapter Highlights 77
- 2.1 Overview of AI in 2023 78
- 2.2 Language 85
- 2.3 Coding 94
- 2.4 Image Computer Vision and Image Generation 96
- 2.5 Video Computer Vision and Video Generation 109
- 2.6 Reasoning 112
- 2.7 Audio 127
- 2.8 Agents 131
- 2.9 Robotics 135
- 2.10 Reinforcement Learning 138
- 2.11 Properties of LLMs 141
- 2.12 Techniques for LLM Improvement 148
- 2.13 Environmental Impact of AI Systems 154
- Responsible AI 158
- Preview 159
- Overview 160
- Chapter Highlights 161
- Chapter Highlights contd 162
- 3.1 Assessing Responsible AI 163
- 3.2 Privacy and Data Governance 172
- 3.3 Transparency and Explainability 180
- 3.4 Security and Safety 186
- 3.5 Fairness 197
- 3.6 AI and Elections 205
- Economy 213
- Preview 214
- Overview 215
- Chapter Highlights 216
- Chapter Highlights contd 217
- 4.1 Whats New in 2023 A Timeline 218
- 4.2 Jobs 223
- 4.3 Investment 242
- 4.4 Corporate Activity 258
- 4.5 Robot Installations 283
- Science and Medicine 296
- Preview 297
- Overview 298
- Chapter Highlights 299
- 5.1 Notable Scientific Milestones 300
- 5.2 AI in Medicine 307
- Education 325
- Preview 326
- Overview 327
- Chapter Highlights 328
- 6.1 Postsecondary CS and AI Education 329
- 6.2 K12 CS and AI Education 359
- Policy and Governance 366
- Preview 367
- Overview 368
- Chapter Highlights 369
- 7.1 Overview of AI Policy in 2023 370
- 7.2 AI and Policymaking 376
- 7.3 National AI Strategies 391
- 7.4 AI Regulation 393
- 7.5 U.S. Public Investment in AI 403
- Diversity 411
- Preview 412
- Overview 413
- Chapter Highlights 414
- 8.1 AI Postsecondary Education 415
- 8.2 AI Conferences 429
- 8.3 K12 Education 432
- Public Opinion 435
- Preview 436
- Overview 437
- Chapter Highlights 438
- 9.1 Survey Data 439
- 9.2 Social Media Data 454
- Appendix 458
- Appendix 459
- Chapter 1 Research and Development 460
- Chapter 2 Technical Performance 465
- Chapter 3 Responsible AI 472
- Chapter 4 Economy 478
- Chapter 5 Science and Medicine 488
- Chapter 6 Education 491
- Chapter 7 Policy and Governance 495
- Chapter 8 Diversity 500
- Chapter 9 Public Opinion 501