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When Not to Use Generative AI - Understanding Limitations and Alternative AI Solutions

Gartner via YouTube

Overview

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Explore a 21-minute podcast episode featuring Gartner Senior Director Analyst Leinar Ramos who provides critical insights into the limitations and appropriate use cases of Generative AI. Learn why GenAI isn't a universal solution and discover when alternative AI techniques might be more suitable. Through detailed segments covering the current AI landscape, understand the distinction between GenAI and broader AI applications, examine GenAI's specific strengths, and analyze four key scenarios where GenAI may not be the optimal choice. Gain valuable perspective on avoiding the common pitfall of defaulting to GenAI solutions and develop a more nuanced understanding of AI as a diverse toolbox rather than a one-size-fits-all solution.

Syllabus

- Opening Thoughts
- The Current Hype Surrounding GenAI
- The Mistake of Equating GenAI With AI
- AI as a Toolbox
- The Strengths of GenAI
- 4 Use Cases Where GenAI Is Not the Right Tool
- The Risk of Defaulting to GenAI
- Closing Thoughts: AI Is Not a Silver Bullet

Taught by

Gartner

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