# agentic

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.

Debates over probabilistic risk estimates collided with concrete safety proposals and governance pressure, including protests targeting cross-border AI deals. Meanwhile, agentic tools moved from demos to operations, and marketers probed how to influence LLM outputs, signaling a shift from theory to measurable impact.