The AI tool landscape has expanded from a handful of research systems to thousands of consumer and enterprise products in under five years. Navigating this landscape effectively requires a framework that's stable even as specific tools change. The tools you use today may be obsolete in two years — but the questions you ask about them will remain relevant.
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