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Video
12 minutes
Aug 9, 2024

Video


ABA

AI Complexity Is Growing — Here’s What You Need to Simplify

In this talk, Gartner's Global Chief of Research, Chris Howard, discusses the growing complexity of AI and the importance of simplification in business and technology. He explores the balance between necessary complexity and overcomplication, using AI adoption as a key example.

Technology Business AI Complexity Hype Cycle Simplicity vs Complexity

Takeaways

  • The "trough of disillusionment" in AI adoption reveals unexpected market dynamics, data retrieval, and budgeting complexities.
  • Effective simplification is not about removing complexity but about managing it to enhance usability and productivity.
  • Centralization can streamline processes, but decentralization fosters innovation by bringing problem-solving closer to challenges.
  • Some complexity, like redundant supply chain systems, is necessary for resilience, whereas unnecessary complexity hinders efficiency.
  • AI's complexity is worth managing, and companies must develop heuristics and frameworks to integrate it effectively.

Summary

Chris Howard, Gartner's Global Chief of Research, explores the intricate balance between simplicity and complexity, particularly in the context of technology and business. He begins with an anecdote about climbing the clock tower of Saint Stephen's Church in Nijmegen, which serves as a metaphor for the complex mechanisms often required to achieve simple tasks. Howard delves into the concept of the 'trough of disillusionment' in Gartner's Hype Cycle, where initial excitement about new technologies like AI gives way to the realization of their complexities. He emphasizes the importance of finding patterns and heuristics to simplify these complexities, ultimately leading to a plateau of productivity. Howard also discusses the balance between centralization and decentralization in organizations, highlighting the need for both to coexist. He concludes by inviting engagement in discussions about these topics at upcoming Gartner conferences.

Job Profiles

Artificial Intelligence Engineer Business Strategy Teams Digital Transformation Consultant Chief Information Officer (CIO) IT Consultant

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