Collaborative Research: III: Small: Toward Reliable Language Model Systems via Uncertainty Quantification, Unification, and Adaptation
Arizona State University (Scottsdale, Arizona): III: Small: Toward Reliable Language Model Systems via Uncertainty Quantification, Unification, and Adaptation. Its award of $300,000 is below the median of $398,990 (37th percentile). Dated 116 days ago, it serves as a historical benchmark. Score 55/100. As of 2026-11-03, from U.S. National Science Foundation Awards API.
Data as of · Compiled by Zalwin from U.S. National Science Foundation Awards API
award: $300,000 · 37th percentile of 2,990 NsfAwardPulse records · 0.8x the median
Free preview: all 10 published fields of this record are shown below. Locked: 70 related AZ NsfAwardPulse records and the 5-column CSV export.
| Field | Value |
|---|---|
| Institution | Arizona State University |
| Location | SCOTTSDALE, AZ |
| Project | Collaborative Research: III: Small: Toward Reliable Language Model Systems via Uncertainty Quantification, Unification, and Adaptation |
| Award amount | $300,000 |
| Obligated so far | $300,000 |
| Awarded | 2026-07-11 |
| Period | 2026-09-01 to 2029-08-31 |
| Program | Info Integration & Informatics |
| Directorate / division | CSE / CAIF |
| Award ID | 2536297 |
| award percentile | 37th of 2,990 (median $398,990, 0.8x median) |
| Peer records CSV (71 AZ records) | 🔒 Click to unlock → |
| CRM-ready export with official source URLs | 🔒 Click to unlock → |
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CSV columns: Institution · State · Project · Award · Awarded · official source URL
- Source agency: U.S. National Science Foundation Awards API
- Record date: 2026-07-11
- Data refreshed: 2026-11-03
- Refunds on request within 14 days
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LIVE PUBLIC DATA Source: U.S. National Science Foundation Awards API · Last refreshed: Tue, 03 Nov 2026 18:10:42 GMT
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Peer benchmark and outreach value: Arizona State University and 71 Arizona peers
- Arizona NsfAwardPulse records like this one: 71
- Arizona State University's award: 37th percentile of 2,990 records
- Timing: Low: older than 30 days
- Estimated pipeline if you contact every Arizona peer: $14,200 (peers × rate × deal size; an estimate from your assumptions, not a forecast)
55 / 100 Budget Signal Score
- Award of $300K or more.
- Equipment- and compute-heavy field.
What is the NsfAwardPulse record for Arizona State University in Scottsdale, Arizona?
Arizona State University received an NSF award of $300,000 on 2026-07-11: Collaborative Research: III: Small: Toward Reliable Language Model Systems via Uncertainty Quantification, Unification, and Adaptation.
How does Arizona State University compare to other Arizona NsfAwardPulse records?
Its award of $300,000 is below the median (37th percentile); smaller records often move faster and face less competition. It is 116 days old; check the official source for later updates before acting.
Arizona State University vs. top 3 peers
| Organization | Location | Amount | Percentile | Record date |
|---|---|---|---|---|
| Arizona State University | SCOTTSDALE, AZ | 300,000 | 37th | 2026-07-11 |
| Northern Arizona University | FLAGSTAFF, AZ | 654,000 | 77th | 2026-10-09 |
| DASH TECH INTEGRATED CIRCUITS, INC. | PHOENIX, AZ | 920,949 | 86th | 2026-09-21 |
| Northern Arizona University | FLAGSTAFF, AZ | 1,057,729 | 89th | 2026-06-29 |
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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.