University of New Hampshire-Main Campus
NH · AI Readiness #194 of 227
AIREDEX™ Score: 5.2 /10
UNH built its own on-campus AI platform, DeepThought, giving every student and faculty member access to a university-hosted large language model with custom chatbot creation, retrieval-augmented generation, and fine-tuning capabilities unavailable through standard commercial licenses.
UNH undergrads can pair DeepThought access with a formal Artificial Intelligence minor through the College of Engineering and Physical Sciences, or pursue a B.A. in Computer Science with an AI concentration. The university's Faculty Senate Special Committee on AI produced a public report in Spring 2025, and the USNH AI Standard, updated in May 2025, governs tool use across all academic and administrative units. UNH is also a co-PI institution on the Allen Institute for AI's NSF/NVIDIA Open Multimodal AI Infrastructure to Accelerate Science project, signaling active engagement in national-scale AI research.
Pillar grades
- Commitment: C-
- Curriculum: B-
- Partnerships: F
- Research: C
A(I)ttitude™: cautious
Selected Highlights
- DeepThought is a university-built, on-premises LLM platform with RAG, custom chatbots, and GPU-backed inference -- confirmed available to all UNH students and faculty via USNH network; this is a genuine institutional differentiator among public R1s of UNH's size.
- Three distinct undergraduate AI-track programs confirmed: B.A. Computer Science with AI Option (CEPS, Durham), B.S. Computer Information Technology with AI & Machine Learning Option (CPS, online), and an Artificial Intelligence Minor (CEPS, Durham).
- Graduate Certificate in Artificial Intelligence (CEPS) confirmed as credit-bearing with explicit DeepThought/Llama fine-tuning access; Undergraduate AI Minor confirmed open to non-CS students; AI Prompting and AI Automation certificates confirmed via PD&T (CE, noted for A(I)ttitude only).
- USNH AI Standard confirmed active, updated May 2025, cited in Fall 2026 Provost syllabus guidance; includes stated goals, governance commitments, ethical guidelines, and named programs -- meets 2-of-4 threshold for full credit.
- UNH named as co-PI institution (Samuel Carton) on NSF/NVIDIA OMAI project ($152M total, August 2025) led by Allen Institute for AI -- confirms federal AI research participation.