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The Government Accountability Office (GAO) has released a new study on generative AI, exploring the opportunities and risks associated with this technology. The report, titled “Artificial Intelligence: Generative AI Technologies and Their Commercial Applications,” is the first of many reports on generative AI that will be released by the GAO.
The study provides an overview of how generative AI works, its differences from other AI systems, and examples of its use across various industries such as software engineering, medicine, and education. It highlights the significant growth of generative AI, with over 100 million users adopting the technology, leading to debates on its potential to revolutionize industries while also posing risks to national security, the environment, and spreading disinformation.
Key takeaways from the study include the differences in generative AI systems, the use of neural networks in these systems, the creation of various generative AI models by commercial developers, and the factors that have enabled the rapid development of generative AI. The study also discusses the challenges of training generative AI models, including the need for large datasets and the use of reinforcement learning from human feedback.
Overall, the study sheds light on the complexities and potential of generative AI, emphasizing the need for further research and understanding of its benefits and risks in various applications.
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