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[ARTICLE · art-63583] src=machinebrief.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

AI's Future Is Real, The Timeline Was Always The Hard Part

KJ Kusch argues that leaders' biggest mistake in adopting AI is treating the transition as a short training sprint rather than an ongoing transformation. The piece emphasizes that the real challenge is not the technology's potential but the timeline and cultural shift required for successful implementation.

read1 min views1 publishedJul 17, 2026
AI's Future Is Real, The Timeline Was Always The Hard Part
Image: Machinebrief (auto-discovered)

By KJ Kusch, CommunityVoiceSource:

Forbes InnovationThe most expensive mistake I see leaders make is treating the shift to a new way of working as a

trainingsprint that wraps when the system goes live.Get AI news in your inbox

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source & further reading
machinebrief.com — original article Brunswick’s AutoCaptain Takes Over Boat Docking With AI Help Your AI Model’s Weakest Link? The Data You Can’t Trace How AI Is Solving The Most Persistent Problem Of Legacy Application Modernization: The Knowledge Gap
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