http://programmer.ie/categories/policy/ Recent content in Policy on Programmer.ie: Modern AI programming Hugo en-us Wed, 24 Jun 2026 20:19:56 +0100 http://programmer.ie/post/serf/ Wed, 24 Jun 2026 20:19:56 +0100 http://programmer.ie/post/serf/ <blockquote> <p>An AI-assisted model of how GDP optics, housing pressure, debt rollover, and fiscal constraint can hide citizen insolvency.</p></blockquote> <h2 id="1-a-country-is-its-citizens">1. A Country Is Its Citizens</h2> <p>A country is not its GDP, its bond market, its housing index, or its stock-market capitalization. A country is its citizens.</p> <p>That sounds obvious enough to be useless, but most modern economic dashboards quietly forget it. They measure the state, the asset market, the tax base, the debt stock, the growth rate, the investment flow, the headline employment number, the budget balance, the bond spread, and the index level. They do not directly measure whether citizens can stand on their own.</p> http://programmer.ie/post/canada/ Wed, 15 Apr 2026 12:55:18 +0100 http://programmer.ie/post/canada/ <h2 id="executive-summary"><strong>Executive Summary</strong></h2> <p>Canada’s fiscal position looks stable on paper. Headline interest costs consume only ~10.6% of federal revenue. But this ratio masks a structural reality: <strong>the engine that drove revenue growth has stalled, and the cost of past debt is rising faster than the system can generate new fiscal space.</strong></p> <p>For decades, population expansion concealed weak per-capita productivity. In 2025, that demographic engine stopped. At the same time, Canada does not fully capture or retain the economic value it produces, due to commodity pricing discounts, single-customer trade concentration, and high-skill outflows. When these factors are applied to the revenue base, the effective denominator shrinks.</p>