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This article sets out what an architecture-first approach to AI looks like in practice, a deliberate design of data ...

The biggest lesson from both vibe coding and outcome-oriented work is that technology changes faster than culture.

AI-driven discovery depends on semantic depth and retrievable structure. Align language, taxonomy, and schema for modern search visibility.

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Google’s first-stage retrieval still runs on word matching, not AI magic. Here’s how to use content scoring tools accordingly ...

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