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deep tech AI saves workers a day a week, but they don’t know what to do with it | CIO October 22, 2026

Enterprises don’t need artificial general intelligence. They need artificial specific intelligence

Enterprises don’t need artificial general intelligence. They need artificial specific intelligence
AI Summary

MIT’s finding that 95% of enterprise AI pilots fail to show measurable profit has been quoted at length, and the conclusions drawn from it are always the same: the models aren’t good enough yet, or enterprises don’t know how to use them. The problem starts earlier, with whose definition of success you’re measuring against, and I’ll come back to what to do about that. I looked at this in my book Transform!

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