# Yale University: $333,333 NSF award, lab equipment and supplies need

**Procurement Fit Score:** 40/100

| Field | Value |
|---|---|
| Organization | Yale University |
| Location | NEW HAVEN, CT |
| Funder | NSF |
| Award | $333,333 |
| Award date | 2026-07-20 |
| Project | Collaborative Research: MFAI: Mathematical Foundations of Chain-of-Thought: Demystifying Reasoning Capabilities of Transformers |
| Vendor need | Lab equipment and supplies |
| Original award record | /report/nsfawardpulse/nsf-2601955 |

## Why this score
- Award of $250K+.

Source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs (https://www.nsf.gov/awardsearch/showAward?AWD_ID=2601955). Last refreshed: 2026-11-04T09:17:22.266Z.
Built from public award data (NIH RePORTER, NSF, OpenFEMA, USASpending.gov), which can lag by weeks. The vendor-need mapping is our classification, not a statement by the grantee; grantees must follow federal procurement rules (2 CFR 200). Not a consumer report and may not be used for FCRA purposes. Informational only; not legal, investment or procurement advice. Not affiliated with any agency or company listed.