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#232 How are Businesses Really Using AI? With Tathagat Varma, Global TechOps Leader at Walmart Global Tech
DataFramed
Beware the Narrow Focus in AI
AI adoption often fails due to a limited focus on narrowly defined problems that do not translate effectively to broader applications. Researchers frequently solve well-defined laboratory challenges and mistakenly believe they have a comprehensive solution for real-world issues. When these solutions are scaled up, they encounter various practical limitations such as inadequate hardware, insufficient computing power, lack of data, or performance issues, ultimately hampering the effectiveness of AI implementations.
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