
What distinguishes Alphabet is not merely participation in the AI endeavor, but a troubling degree of control. A self-sufficiency, bordering on the monastic. They do not seek the components, they forge them. The planned capital expenditures – a staggering $175 to $185 billion by 2026 – are not merely investments, but the construction of an independent ecosystem. The Tensor Processing Units, these bespoke ‘TPUs’ – a term that feels unsettlingly precise – have been cultivated since 2015, a slow, deliberate accumulation of proprietary power. And then, there is Gemini, their generative model, distributed not through the open market, but through the pre-existing arteries of Google’s vast infrastructure. This ‘full-stack’ approach, as it is termed, is not innovation so much as consolidation – a tightening of control that should give any discerning observer pause.