3 papers
cs.CY2026
The Multi-Lab Enterprise: Governance, FinOps, and Telemetry Challenges of Multi-Model AI Adoption
Fabricio F. Costa
Enterprises are not choosing a single frontier AI provider; they are licensing all of them. As of early 2026, 81% of Global 2000 enterprises run three or more model families, and O…
cs.AI2026
Frontier AI Forecasting Has a Measurement Problem: An Audit of Progress Evidence
Fabricio F Costa
Quantitative forecasts of frontier artificial intelligence often connect dated targets to trends in benchmark scores, training compute, release time, or expert belief. This paper a…
cs.CY2026
The Deployment Wall: A Diagnostic Framework and Instrument for Enterprise AI in the Deployment Era
Fabricio F. Costa
Enterprise investment in generative artificial intelligence (AI) tripled in a single year to roughly US$37 billion, yet independent field research finds that about 95% of enterpris…