The National Science Foundation (NSF) awarded the University of California, Los Angeles (UCLA) a $539,999 project grant under the Computer and Information Science and Engineering (CISE) program. The grant, effective October 1, 2023 through September 30, 2026, will fund a collaborative research project to develop formal verification frameworks and training/inference algorithms to ensure the safety and adherence to constraints of AI-based sequential generation models across critical applications such as self-driving cars, healthcare monitoring, and chatbots. The project aims to provide mathematical guarantees on the safety of AI models for sequential generation tasks, and to integrate these verification methods into open-source toolkits. It will also research training and inference techniques to enforce safety constraints at each generation step, enabling sequential generation models to comply with specified requirements. The researchers plan to apply these frameworks to real-world use cases including text generation, controlled systems, and robust AI text detectors. The award reflects NSF's mission to advance scientific knowledge and technological innovation with broader societal impacts.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $540.0k | 9/18/23 |