Session

AI's Complexity Trap: Unpacking the Operational Complexity Paradox

What if our efforts to improve the reliability of generative AI solutions are making these systems more cumbersome to build and hard to use? I call this the "AI Complexity Trap." As we add more layers of safety and accuracy, we're inadvertently creating complex systems that are draining resources and complicating things.

In this talk, I'll expose the hidden costs of over-engineering AI and share solutions for balancing excellence with simplicity. You'll discover strategies to harmonize technological advancement with pragmatic management. The goal? Harnessing AI's potential without falling into the complexity trap.

Noble Ackerson

Responsible AI Product Strategy & Data Governance

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