Treat explainability as infrastructure. Ask vendors about their substrate, not their dashboard. Hire the librarians. Give the project a year. The AI deployment that wins the next decade is the one whose conclusions you can defend in a deposition. That deployment is not the one with the best reasoning-display screen. It is the one whose foundations were built to hold the trail, and whose builders were given the time to lay them.
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