© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
I. CroninUnderstanding Generative AI Business Applicationshttps://doi.org/10.1007/979-8-8688-0282-9_11

11. Autonomous AI Agents: Decision-Making, Data, and Algorithms

Irena Cronin1  
(1)
Savannah, GA, USA
 

Autonomous AI Agents, including those that are used in multi-agent systems and that use Generative AI, are decision-making systems that can independently create new content, solutions, or data that mimic real-world patterns or distributions. Since Generative AI encompasses a set of ML algorithmic techniques that allow the model to generate new instances of data that can pass for real data, it’s a step beyond predictive analytics. While predictive models interpret ...

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