Gartner ThinkCast ICYMI: When Not to Use Generative AI
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Dec 24, 2024 Gartner Senior Director Analyst Leinar Ramos discusses the limitations of generative AI and the importance of considering alternative AI techniques. He delves into specific scenarios where generative AI may not be the best choice, emphasizing the need to choose the right AI technique for different applications.
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Generative AI Hype
- Generative AI is being widely adopted, even becoming the most popular AI technique.
- However, it's at the peak of inflated expectations, with a disconnect between its actual capabilities and perceived potential.
AI Toolbox
- Equating AI solely with Generative AI is a major misunderstanding.
- Over-focusing on Generative AI risks misapplication and overlooking other valuable AI tools.
Alternative AI Techniques
- Consider AI as a diverse toolbox with various techniques beyond Generative AI.
- Explore techniques like machine learning, simulation, optimization, knowledge graphs, and rule-based systems for specific use cases.