Self-Hosted AI Infrastructure brings control, but recent 2026 reports show risk from unknown agents, vulnerable packages, and weak patching.
Julian Brooks
AI Energy Use in the U.S.: Recent Findings
Recent U.S. reports show AI Energy Use rising through data center growth, with grid, cost, cooling, and reporting limits.
Project Perception Costs in Security AI Models
Project Perception Costs reflect Microsoft’s agent-based security model, specialized cyber AI, and consumption-based compute tradeoffs.
Data Center Constraints: Power And Water Limits
Data center constraints are tightening around power and water, requiring site screening, cooling trade-offs, and clearer utility planning.
Gold Eagle Initiative For Cyber Coordination
Gold Eagle initiative analysis: what the White House clearinghouse changes for vulnerability coordination, AI triage, and operators.