Revolutionizing Agricultural Efficiency: Leveraging AI Neural Networks and Generative AI for Precision Farming and Sustainable Resource Management

Authors

  • Sathya Kannan, Author
  • John Deere, Author

Keywords:

Artificial Intelligence, Neural Networks, Generative AI,, Precision Farming, Data Analysis, Resource Management, Systematic Approach

Abstract

This essay addresses the applicability of emerging innovative technologies in the area of agriculture. In particular, this essay focuses 
on the application of AI neural networks as well as one of the applications of generative AI in this field. AI neural networks are 
shown to be best suited for application in precision farming, especially when it is necessary to find dependencies between a large 
number of factors and external applications. Generative AI can be used as a tool to assist in data analysis. The essay stresses the 
importance of systematic and rational use of resources. It is noted that preliminary data processing is the "weakest link" in any 
production process and hence, in the agricultural sphere as well.

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Published

2026-06-27