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Is your AI strategy stuck in 2010 software thinking?
Miikka Leinonen·Feb 2, 2026
Software is deterministic. AI is not. If your strategy treats AI like software, your expectations will be wrong from day one.
The gap between what an AI system can do in a lab and what it can reliably do in production is usually larger than people expect.
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