Shipping AI features in 2026 means meeting higher user expectations and...

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Shipping AI features in 2026 means meeting higher user expectations and mastering new complexity. PMs can learn a lot from Copilot’s 30% acceptance rate—it shows that even with powerful AI, adoption depends on real value and seamless fit into workflows