# policy

Accelerating AI deployment is driving transformative change across business, government, and creative sectors, with 78% of global companies now integrating AI into operations. Strategic investments by China and policy maneuvers in the United States underscore a fierce international race for AI dominance. Emerging ethical risks and regulatory challenges highlight the urgent need for transparent, responsible development.

Speculative trading treats AI like a basket of tickers, with Q4 rotations in focus, while real advantage consolidates around compute, cooling, and compliance. A 7.2 MW Toronto site for sovereign AI and California’s leadership push underscore how infrastructure and policy will decide who can deploy agentic systems at scale.