mlsanityData to 14 Oct 2026

Artificial Intelligence Index Report 2025

arXiv 2504.07139 ↗First posted 8 Apr 2025cs.AIcited by 64

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Abstract (arXiv)

Welcome to the eighth edition of the AI Index report. The 2025 Index is our most comprehensive to date and arrives at an important moment, as AI's influence across society, the economy, and global governance continues to intensify. New in this year's report are in-depth analyses of the evolving landscape of AI hardware, novel estimates of inference costs, and new analyses of AI publication and patenting trends. We also introduce fresh data on corporate adoption of responsible AI practices, along with expanded coverage of AI's growing role in science and medicine. Since its founding in 2017 as an offshoot of the One Hundred Year Study of Artificial Intelligence, the AI Index has been committed to equipping policymakers, journalists, executives, researchers, and the public with accurate, rigorously validated, and globally sourced data. Our mission has always been to help these stakeholders make better-informed decisions about the development and deployment of AI. In a world where AI is discussed everywhere - from boardrooms to kitchen tables - this mission has never been more essential. The AI Index continues to lead in tracking and interpreting the most critical trends shaping the field - from the shifting geopolitical landscape and the rapid evolution of underlying technologies, to AI's expanding role in business, policymaking, and public life. Longitudinal tracking remains at the heart of our mission. In a domain advancing at breakneck speed, the Index provides essential context - helping us understand where AI stands today, how it got here, and where it may be headed next. Recognized globally as one of the most authoritative resources on artificial intelligence, the AI Index has been cited in major media outlets such as The New York Times, Bloomberg, and The Guardian; referenced in hundreds of academic papers; and used by policymakers and government agencies around the world.

Key facts. Cited by 64 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Apr 2025.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 18; 2026: 46.

64 papers.

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  1. 2025Don't Pass@k: A Bayesian Framework for Large Language Model Evaluationcited by 15
  2. 2025TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Controlcited by 14
  3. 2025The Collaboration Gap: Exploration and Benchmarking of Open-World Agentic Cooperationcited by 13
  4. 2026Generative Visual Code Mobile World Modelscited by 13
  5. 2025Position: The Real Barrier to LLM Agent Usability is Agentic ROIcited by 12
  6. 2026GhostCite: A Large-Scale Analysis of Citation Validity in the Age of Large Language Modelscited by 11
  7. 2026The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?cited by 10
  8. 2025LLM Fingerprinting via Semantically Conditioned Watermarkscited by 9
  9. 2025Dive into the Agent Matrix: A Realistic Evaluation of Self-Replication Risk in LLM Agentscited by 7
  10. 2026Interpretability Can Be Actionablecited by 7
  11. 2025Measuring AI Diffusion: A Population-Normalized Metric for Tracking Global AI Usagecited by 5
  12. 2025State over Tokens: Characterizing the Role of Reasoning Tokenscited by 5
38 more
  1. 2026Social physics in the age of artificial intelligencecited by 5
  2. 2025NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimationcited by 4
  3. 2025Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluationscited by 4
  4. 2026Artificial intelligence is creating a new global linguistic hierarchycited by 3
  5. 2026This Is Taking Too Long -- Investigating Time as a Proxy for Energy Consumption of LLMscited by 3
  6. 2026mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFTcited by 3
  7. 2026CRAFT: Grounded Multi-Agent Coordination Under Partial Informationcited by 3
  8. 2026Value-Conflict Diagnostics Reveal Widespread Alignment Faking in Language Modelscited by 3
  9. 2025Rethinking Evidence Hierarchies in Medical Language Benchmarks: A Critical Evaluation of HealthBenchcited by 2
  10. 2025The Mathematician's Assistant: Integrating AI into Research Practicecited by 2
  11. 2025Thermally Activated Dual-Modal Adversarial Clothing against AI Surveillance Systemscited by 2
  12. 2026AI as Entertainmentcited by 2
  13. 2026Routing, Cascades, and User Choice for LLMscited by 2
  14. 2026Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rulescited by 2
  15. 2026The ATOM Report: Measuring the Open Language Model Ecosystemcited by 2
  16. 2026SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attackscited by 2
  17. 2025Dimensional Characterization and Pathway Modeling for Catastrophic AI Riskscited by 1
  18. 2025Understanding Adversarial Transfer: Why Representation-Space Attacks Fail Where Data-Space Attacks Succeedcited by 1
  19. 2026Universal computation is intrinsic to language model decodingcited by 1
  20. 2026Are AI Capabilities Increasing Exponentially? A Competing Hypothesiscited by 1
  21. 2026Lemon Agent Technical Reportcited by 1
  22. 2026SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testingcited by 1
  23. 2026Scepsy: Serving Agentic Workflows Using Aggregate LLM Pipelinescited by 1
  24. 2026Behavioral Consistency and Transparency Analysis on Large Language Model API Gatewayscited by 1
  25. 2025Pruning Everything, Everywhere, All at Oncecited by 0
  26. 2025Limitations on Accurate, Trusted, Human-level Reasoningcited by 0
  27. 2025Artificial Intelligence Applications in Horizon Scanning for Infectious Diseasescited by 0
  28. 2026Selecting Language Models for Social Science: Start Small, Start Open, and Validatecited by 0
  29. 2026AI Skills Improve Job Prospects: Causal Evidence from a Hiring Experimentcited by 0
  30. 2026AI Cap-and-Trade: Efficiency Incentives for Accessibility and Sustainabilitycited by 0
  31. 2026Fault-Tolerant Evaluation for Sample-Efficient Model Performance Estimatorscited by 0
  32. 2026Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmarkcited by 0
  33. 2026RCTs for Frontier AI Governance: Methodological Challenges and Solutions for Human Uplift Studiescited by 0
  34. 2026Real-World AI Evaluation: How FRAME Generates Systematic Evidence to Resolve the Decision-Maker's Dilemmacited by 0
  35. 2026An Onto-Relational-Sophic Framework for Governing Synthetic Mindscited by 0
  36. 2026AgriPestDatabase-v1.0: A Structured Insect Dataset for Training Agricultural Large Language Modelcited by 0
  37. 2026The Future of AI is Many, Not Onecited by 0
  38. 2026Toward Reusability of AI Models Using Dynamic Updates of AI Documentationcited by 0

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