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MIT researchers found 95 percent of corporate AI pilots fail to deliver measurable results, versus 25 percent for ordinary IT projects. BCG found 74 percent of companies see no value from AI spending. Failures stem from workflow design, not model quality, with accountability gaps in human-AI handoffs.
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