The 2025 AI Index Report
https://hai.stanford.edu/assets/files/hai_ai_index_report_2025.pdf
Top Takeaways p5
"12. Complex reasoning remains a challenge.
AI models excel at tasks like International Mathematical Olympiad problems but still struggle with complex reasoning benchmarks like PlanBench. They often fail to reliably solve logic tasks even when provably correct solutions exist, limiting their effectiveness in high-stakes settings where precision is critical.
Number of newly funded AI companies by geographic area, 2024 p256"
The 2024 AI Index Report
https://hai.stanford.edu/ai-index/2024-ai-index-report
Top 10 Takeaways p5
"6. Generative AI investment skyrockets.
Despite a decline in overall AI private investment lastyear, funding for generative AI surged, nearly octupling from 2022 to reach $25.2 billion. Major players in the generative AI space, including OpenAI, Anthropic, Hugging Face, and Inflection, reported substantial fundraising rounds"
"5. Robust and standardized evaluations for LLM responsibility are seriously lacking.
New research from the AI Index reveals a significant lack of standardization in responsible AI reporting. Leading developers, including OpenAI, Google, and Anthropic, primarily test their models against different responsible AI benchmarks. This practice complicates efforts to systematically compare the risks and limitations of top AI models."
The 2023 AI Index Report
https://hai.stanford.edu/assets/files/hai_ai-index-report_2023.pdf
Top Ten Takeaways p3
"5 The number of incidents concerning the misuse of AI is rapidly rising.
According to the AIAAIC database, which tracks incidents related to the ethical misuse of AI, the number of AI incidents and controversies has increased 26 times since 2012. Some notable incidents in 2022 included a deepfake video of Ukrainian President Volodymyr Zelenskyy surrendering and U.S. prisons using call-monitoring technology on their inmates. This growth is evidence of both greater use of AI technologies and awareness of misuse possibilities."
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