AI Compute Race Reaches Orbit as Security Risks Multiply, Nvidia Launches Open Agent Toolkit

This week's tech news highlights AI's expanding reach from orbital processors to local workstations, legal research, and content creation. Nvidia introduced an open-source Agent Toolkit at GTC 2026, while Spirit AI predicts humanoid robot breakthroughs by mid-2027. Soaring compute costs and infrastructure constraints reveal growing pains, alongside new attack surfaces and legal disputes.