AI is the institutional priority of 2026
Artificial intelligence and data are the top-ranked institutional issue in EDUCAUSE's 2025 Top 10 IT Issues report, listed as "The Data-Empowered Institution" (S-0118). They are the dominant theme in 2024-2026 federal research funding announcements and the principal axis of competitive differentiation in faculty recruiting at every R1 institution.
Federal investment scale (E-0064):
- NSF NAIRR Pilot launched January 24, 2024 with NSF + 10 partner agencies + 25 partners; expanded by 2026 to 14 federal agencies + 28 nongovernmental partners (S-0119, S-0120).
- 29 NSF National AI Research Institutes funded across U.S. universities at ~$20M each over five years (S-0123).
- DOE Office of Science AI Initiative + Genesis Mission (executive order November 24, 2025) backed by $320M+ in DOE investments announced December 2025 (S-0124).
- DARPA AI Next + AI Forward — $2B+ DARPA AI investment since 2018 (S-0126).
- Aggregate federal nondefense AI R&D: ~$3.3B/year, plus several billion more in defense applications (S-0127).
Institutions without a credible AI strategy in 2026 are competing for a shrinking residual share of the federal research pool.
C-0038 is a context Claim — it does not directly defend the architectural argument but establishes the institutional environment within which the architectural argument's two-sided position (C-0008) is consequential. The institution that deploys Tier 3 holds the AI dimension as well as the preservation dimension; the institution that does not cedes both.