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LLM applications and Agentic AI: Workflow Savior or Job Killer?
The real puzzle of this AI moment is not whether jobs will vanish or multiply. It is that individual tasks are collapsing in time by roughly eighty percent while economy-wide productivity barely registers. Claude cuts task completion dramatically for novices, CD Howe records seventeen percent labor productivity gains i
The Congo Critical Minerals Deal: Lifeline or Leverage?
The world’s clean energy future runs on cobalt, and 70 to 80 percent of that cobalt comes from one country: the Democratic Republic of Congo. This isn’t just a supply chain fact—it’s a geopolitical fault line. In December 2025, the U.S. 5/29/2026·Read article
The Welfare State Wager: Can Europe Afford Its Own Defense?
Europe's defense buildup is not colliding with its welfare state because of arithmetic limits. It collides because Europe spent seventy-five years treating security as an imported service rather than a domestic industry. The numbers make the dependency plain: European allies raised spending 20 percent in 2025, reaching
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