International Affairs, International Security, International Development
How AI’s use in national security will influence global power dynamics.
HAI's white paper shows "Most major LLMs underperform for non-English—and especially low-resource—languages; are not attuned to relevant cultural contexts; and are not accessible in parts of the Global South."
HAI's white paper shows "Most major LLMs underperform for non-English—and especially low-resource—languages; are not attuned to relevant cultural contexts; and are not accessible in parts of the Global South."
This brief presents an analysis of Chinese AI startup DeepSeek’s talent base and calls for U.S. policymakers to reinvest in competing to attract and retain global AI talent.
This brief presents an analysis of Chinese AI startup DeepSeek’s talent base and calls for U.S. policymakers to reinvest in competing to attract and retain global AI talent.
Empowering Policymakers: Stanford HAI Trains Public Sector at Every Level
Stanford HAI has built a major portfolio of education opportunities for state, federal, and international policy leaders to strengthen AI governance.
Stanford HAI has built a major portfolio of education opportunities for state, federal, and international policy leaders to strengthen AI governance.
Mind the (Language) Gap: Mapping the Challenges of LLM Development in Low-Resource Language Contexts
This white paper maps the LLM development landscape for low-resource languages, highlighting challenges, trade-offs, and strategies to increase investment; prioritize cross-disciplinary, community-driven development; and ensure fair data ownership.
Mind the (Language) Gap: Mapping the Challenges of LLM Development in Low-Resource Language Contexts
This white paper maps the LLM development landscape for low-resource languages, highlighting challenges, trade-offs, and strategies to increase investment; prioritize cross-disciplinary, community-driven development; and ensure fair data ownership.
In this brief, scholars explain how they designed a wargame simulation to evaluate the escalation risks of large language models (LLMs) in high-stakes military and diplomatic decision-making.
In this brief, scholars explain how they designed a wargame simulation to evaluate the escalation risks of large language models (LLMs) in high-stakes military and diplomatic decision-making.
In this response to the U.S. Agency for International Development’s (USAID) request for information on the development of an AI in Global Development Playbook, scholars from Stanford HAI and The Asia Foundation call for an approach to AI in global development that is grounded in local perspectives and tailored to the specific circumstances of Global Majority countries.
In this response to the U.S. Agency for International Development’s (USAID) request for information on the development of an AI in Global Development Playbook, scholars from Stanford HAI and The Asia Foundation call for an approach to AI in global development that is grounded in local perspectives and tailored to the specific circumstances of Global Majority countries.
All Work Published on International Affairs, International Security, International Development
Fei Fei Li's Testimony Before the Senate Committee on Homeland Security and Governmental Affairs
We have arrived at an inflection point in the world of AI, largely propelled by breakthroughs in generative AI, including increasingly sophisticated language models like GPT-4. These models have revolutionized various sectors from customer service to adaptive learning. However, the scope of intelligence is far broader than linguistic capability alone. In my specialized field of computer vision, we have also witnessed remarkable advancements that empower machines to analyze and act upon visual information—essentially teaching computers to 'see.'
We have arrived at an inflection point in the world of AI, largely propelled by breakthroughs in generative AI, including increasingly sophisticated language models like GPT-4. These models have revolutionized various sectors from customer service to adaptive learning. However, the scope of intelligence is far broader than linguistic capability alone. In my specialized field of computer vision, we have also witnessed remarkable advancements that empower machines to analyze and act upon visual information—essentially teaching computers to 'see.'
Enhancing International Cooperation in AI Research: The Case for a Multilateral AI Research Institute
Establishing a Multilateral AI Research Institute (MAIRI) would provide deep, technical international cooperation that allows like-minded countries to leverage one another’s resources and competitive advantages to facilitate cutting-edge AI research.
Establishing a Multilateral AI Research Institute (MAIRI) would provide deep, technical international cooperation that allows like-minded countries to leverage one another’s resources and competitive advantages to facilitate cutting-edge AI research.
