
The AI industry is racing toward capability without reckoning with cost. Every inference pass burns uniform compute regardless of complexity. Every deployment carries risk that existing tooling can't contain. Every GPU rack drains water that won't come back. Vestavio was founded to solve all three — not with incremental improvements, but with patented architectural changes that govern efficiency at every layer.

Robert V. Salinas is an inventor and entrepreneur working at the intersection of AI infrastructure and physical systems design. His work on Vestavio spans adaptive inference compute, governed deployment workflows, and zero-water electromagnetic cooling — a portfolio of three provisional patents filed with the USPTO in April 2026, built on the thesis that the next frontier in AI is not capability. It is efficiency.
Prior Art established April 2026
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