# Collaborative Research: VINES: Track 1: NSF-RCF: LLM-guided Adaptive Networking with Edge Intelligence for Emergency Response

**Budget Signal Score:** 40/100

| Field | Value |
|---|---|
| Institution | Pennsylvania State Univ University Park |
| Location | UNIVERSITY PARK, PA |
| Project | Collaborative Research: VINES: Track 1: NSF-RCF: LLM-guided Adaptive Networking with Edge Intelligence for Emergency Response |
| Award amount | $233,333 |
| Obligated so far | $161,206 |
| Awarded | 2026-08-06 |
| Period | 2026-10-01 to 2029-09-30 |
| Program | Use-Inspired NextG, GVF - Global Venture Fund |
| Directorate / division | CSE / CCP |
| Award ID | 2549266 |

## Why this score
- Award of $233,333.
- Equipment- and compute-heavy field.

Source: U.S. National Science Foundation Awards API (https://www.nsf.gov/awardsearch/showAward?AWD_ID=2549266). Last refreshed: 2026-11-03T18:10:42.804Z.
Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.