What is Center for Research on Foundation Models (CRFM)?
The Center for Research on Foundation Models (CRFM) is an interdisciplinary initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI). CRFM focuses on making fundamental advances in the study, development, and deployment of foundation models.
The center brings together a multidisciplinary group of faculty, students, researchers, and engineers spanning 10+ departments at Stanford, conducting research to better understand and build these models. Initiatives encompass data, systems, architectures, training, adaptation, inference, interpretability, evaluation, and new technical paradigms.
Features
- Technical Foundations: Research encompassing data, systems, architectures, training, and evaluation.
- Beneficial Applications: Development of foundation models in specialized domains like law, music, robotics, and biomedicine.
- Societal Impact: Analysis of transparency, supply chains, openness, copyright, privacy, and systemic risk.
- AI Policy: Support for governments in formulating and implementing evidence-based policy.
Use Cases
- Research and development of new foundation model architectures.
- Creation of specialized AI models for specific industries.
- Analysis of the societal implications of widespread AI adoption.
- Development of policy recommendations for AI governance.
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