This evolution mirrors what happened with featured snippets and knowledge panels over the past decade. Google gradually introduced elements that answered questions directly on the search page rather than requiring clicks to external sites. AI Mode represents the next iteration of this trend—more comprehensive answers, synthesized from multiple sources, delivered conversationally rather than as extracted snippets.
larger and larger scales. Major banks expanded into a tiered system, in which
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// strict: Catches fire-and-forget writes that ignore backpressure