# governance

A 10-post sample points to accelerating frontier capability moving from labs into real-world sectors, from robotics to precision medicine. Parallel pushes for AI factories and a sovereign cloud in Canada highlight a scramble for trusted compute, while educators and librarians warn that literacy and ethics must scale to curb hallucinations and guide adoption.

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.