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Forbes September 30, 2025
One of the most pressing challenges facing enterprises today is the disconnect between ubiquitous AI adoption at the individual level and the absence of transformational business impact at the organizational level.
The AI Adoption Paradox
We’re experiencing an unprecedented convergence of three powerful forces:
Accelerating AI capabilities. The pace of AI advancement has reached a weekly cadence, with new models and capabilities emerging faster than organizations can absorb them. As Andrej Karpathy recently noted, we’re still in the “mainframe era” of this new computing paradigm, with chat interfaces serving as our primary gateway to increasingly sophisticated AI systems.Employee-led AI adoption. Knowledge workers are bringing AI to work whether management knows it or not. They’re experiencing real productivity gains: writing faster, thinking…
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2025-09-30T15:46:51-04:00
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