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AI brings precision to modern weed control

Automated systems are turning from the “way of the future” to our present lives. Artificial intelligence such as ChatGPT has shown there are impressive ways these programs can adapt and learn in the middle of a conversation or with new data input.

There are still plenty of kinks to iron out, however.

Xin Sun, associate professor of agricultural and biosystems engineering at North Dakota State University, was a part of a 2023 study looking at “deep learning,” or ways in which artificial intelligence is improving its ability to detect weeds.

He said this is still an evolving process, but significant progress is being made with site-specific weed management.

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Corn Diseases - Tamra Jackson-Ziems

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The 2026 planting season is right around the corner, once that seed is in the ground you’ve got a lot riding on it protecting that investment starts with staying ahead of disease. Southern Rust caught a lot of corn producers off guard late last season. So, what should be on your radar in 2026? We recently caught up with UNL Extension Plant Pathologist Tamra Jackson-Ziems to talk about the disease pressure she's watching this year.