Artificial intelligence is already a workhorse in the technology that allows tractors to identify weeds and tailor herbicide spraying, determine when a crop is ready to harvest and weave together satellite and soil data to make efficient use of fertilizer.
But Senate Agriculture Committee members said last week that AI’s potential to bring more advances in agriculture comes with risks regarding farm data protection; the affordability of technology, particularly for small farms; consolidation in the sector; and other, unforeseen consequences.
Fischer
Sen. John Thune, R-S.D., said the committee and Congress will have to balance policies that encourage innovation but protect against excesses. He told witnesses that he is working on legislation to put up guardrails while maintaining “a light touch” on regulations.
One witness at the panel’s hearing urged senators to include provisions in the farm bill that would allow farmers to get loans from the Agriculture Department that would encourage adoption of AI and precision technology. Agriculture Chairwoman Debbie Stabenow, D-Mich., suggested such provisions look likely.
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Lawmakers have passed a continuing resolution that extended the 2018 farm bill to Sept. 30, 2024. The bill expired on Sept. 30 and the extension gives Congress time to write a new farm bill. The House passed the CR on Tuesday and the Senate passed it on Wednesday.
José-Marie Griffiths, president of Dakota State University in South Dakota, which has a focus on AI, cyber and quantum computing, called for a measured approach on regulation.
“I do believe strongly in a lighter touch than heavy-duty regulation because the moment regulation gets to be too much, innovation shrinks naturally,” Griffiths said. “I think it is important that we ensure that innovation can occur but at the same time have these guardrails to mitigate risks.”
Stabenow and ranking member John Boozman, R-Ark., convened the hearing to delve into the potential promise and peril of AI in food production, processing and related areas. The hearing follows several special briefings open to all senators on the broad use of artificial intelligence and an Oct. 30 presidential executive order directing federal departments and agencies to promote AI use while also ensuring the technology is safe and free of bias.
Stabenow, who used AI to write part of her opening statement, said the technology opens “new pathways to address the climate crisis, increase production, lower input costs and automate planting and harvesting.”
But she also cautioned that “placing vast amounts of data in the hands of a few private companies could accelerate the trend of consolidation in the agricultural industry or perpetuate bias that has harmed small farmers and farmers of color for decades.”
Boozman also had words of caution.
“While AI holds great potential, we should ask tough questions about the potential risks,” he said.
Sen. Deb Fischer, R-Neb., said lack of access to reliable high-speed internet services is a major hurdle for farmers and ranchers who might be willing to shoulder technology costs. Fischer and Sen. Ben Ray Luján, D-N.M., have legislation that would establish a USDA program with a mission to make broadband available to farmers and ranchers so they can use precision agriculture as they work in remote fields. Fischer said other USDA broadband efforts focus on reaching households or businesses.
Jahmy Hindman, senior vice president and chief technology officer for Deere & Co., said the next farm bill should include provisions from that legislation as well as from another bill from Fischer and Sen. Amy Klobuchar, D-Minn., that would set up a USDA loan program to cover the cost of precision technology.
Hindman said the provisions were “essential for farmers to fully leverage the benefits of AI and precision technologies.”
Stabenow agreed, telling Fischer that she and Boozman had discussed her legislation and “having your work become part of what we’re doing in the farm bill.”
Sens. Peter Welch, D-Vt., and Luján raised questions about access to AI products for small or non-English-speaking producers.
“It’s an opportunity for bigger ag where you can spread the costs over time, but for a lot of smaller producers there’s a lot of skepticism about whether they can get a return on investment,” Welch said. “With the entry cost, how can we do things that will help the smaller farmers when they are not going to be able to take that risk with the higher front costs?”
Mason Earles, an assistant professor at University of California, Davis, who is part of the AI Institute for Next Generation Food Systems, said small farmers could use AI as a tool for helping them make decisions about their operations, much in the way they have worked with USDA extension agents.
Earles also said smartphones could be a lower-cost way to use some AI systems without the overhead costs of more complex technology.
“I think there is an opportunity for using things people already own. Our phones are loaded with many types of sensors. We may not realize it but there are probably 15 different types of sensors on your cameras. So I think there is an opportunity for smaller farmers,” he said.
Luján asked about the ease of Spanish-speaking farmers or workers making use of AI products in the U.S.
Earles, who has founded an agriculture startup, said that market shouldn’t be ignored.
“If someone is not doing this, then the technology is not going to penetrate the market,” he said, adding that not adapting creates an obstacle “if there is not an effort to make Spanish first, or at least bilingual, in these tools, especially specialty crops where we have predominantly Spanish-speaking workers.”
Counties with the most farmland in Nebraska
Counties with the most farmland in Nebraska

Farmland across the U.S. is disappearing by the millions of acres each decade by some estimates as sprawling urban development driven by rising housing costs pushes further into rural pastures.
The farmland that still exists in the U.S. is heavily dedicated to growing plants that Americans can’t consume—grass. That grass, accounting for more than 300 million acres now, feeds our livestock, provides sod for new development, and serves as a cover crop to protect soil health between harvests.
Demand for major crops like corn and soybeans to feed Americans is only forecast by the USDA to grow in the coming decade, and demand for U.S. agricultural exports is expected to grow similarly.
The COVID-19 pandemic dramatically changed the way people purchased and consumed food, placing renewed attention on an increasingly consolidated agricultural industry where family farms have been swallowed up by large food corporations.
And after shifting behaviors caused massive economic swings in the U.S. and elsewhere, the Russian invasion of Ukraine forced food producers to once again account for yet another shock with so much of the world’s grain capital taken offline by warfare.
War and corporate interests aside, farms have also had to reckon with a changing climate. Wheat fields were once commonplace across the country, but drought conditions of late have caused farmers to give up growing the crop entirely. Agitated by climate change, the shortage of water in parts of the country coupled with higher interest rates and the ongoing war in Ukraine are making agricultural businesses harder to run profitably.
To illustrate where American farms still persevere, Stacker compiled a list of counties with the most farmland in Nebraska using data from the Agriculture Department’s Farm Service Agency. Farmers reported the data as mandated by participation in USDA income support programs, including Agriculture Risk Coverage and Price Loss Coverage as well as loan assistance. Counties are ranked by total acres of farmland.
In Nebraska, there are 8,549,170 acres of farmland, with common soybeans being the most common crop.
#25. Valley

– Farmland: 510,963 acres (1.3% of state total)
– Farms: 1,126
– Most common crop: Native grass (291,396 acres, 57.0% of county farmland)
#24. South Sioux

– Farmland: 513,349 acres (1.3% of state total)
– Farms: 323
– Most common crop: Native grass (446,401 acres, 87.0% of county farmland)
#23. Chase

– Farmland: 517,817 acres (1.3% of state total)
– Farms: 686
– Most common crop: Native grass (215,996 acres, 41.7% of county farmland)
#22. Boone

– Farmland: 526,201 acres (1.3% of state total)
– Farms: 1,687
– Most common crop: Native grass (141,936 acres, 27.0% of county farmland)
#21. Rock

– Farmland: 526,253 acres (1.3% of state total)
– Farms: 489
– Most common crop: Native grass (413,995 acres, 78.7% of county farmland)
#20. Antelope

– Farmland: 533,280 acres (1.3% of state total)
– Farms: 1,758
– Most common crop: Yellow corn (171,726 acres, 32.2% of county farmland)
#19. Dundy

– Farmland: 544,555 acres (1.3% of state total)
– Farms: 639
– Most common crop: Native grass (335,966 acres, 61.7% of county farmland)
#18. Garden

– Farmland: 559,151 acres (1.4% of state total)
– Farms: 575
– Most common crop: Native grass (365,405 acres, 65.3% of county farmland)
#17. Buffalo

– Farmland: 595,184 acres (1.5% of state total)
– Farms: 2,223
– Most common crop: Native grass (228,101 acres, 38.3% of county farmland)
#16. Brown

– Farmland: 630,611 acres (1.5% of state total)
– Farms: 645
– Most common crop: Native grass (513,609 acres, 81.4% of county farmland)
#15. Dawson

– Farmland: 641,362 acres (1.6% of state total)
– Farms: 1,796
– Most common crop: Native grass (293,570 acres, 45.8% of county farmland)
#14. Perkins

– Farmland: 642,990 acres (1.6% of state total)
– Farms: 1,260
– Most common crop: Yellow corn (135,367 acres, 21.1% of county farmland)
#13. Keith

– Farmland: 647,316 acres (1.6% of state total)
– Farms: 986
– Most common crop: Native grass (346,176 acres, 53.5% of county farmland)
#12. Knox

– Farmland: 661,547 acres (1.6% of state total)
– Farms: 2,067
– Most common crop: Native grass (219,943 acres, 33.2% of county farmland)
#11. Red Willow

– Farmland: 726,063 acres (1.8% of state total)
– Farms: 1,197
– Most common crop: Native grass (298,927 acres, 41.2% of county farmland)
#10. Kimball

– Farmland: 757,818 acres (1.9% of state total)
– Farms: 995
– Most common crop: Native grass (238,567 acres, 31.5% of county farmland)
#9. Cheyenne

– Farmland: 846,528 acres (2.1% of state total)
– Farms: 1,491
– Most common crop: Native grass (220,417 acres, 26.0% of county farmland)
#8. Morrill

– Farmland: 905,391 acres (2.2% of state total)
– Farms: 940
– Most common crop: Native grass (582,804 acres, 64.4% of county farmland)
#7. Box Butte

– Farmland: 929,425 acres (2.3% of state total)
– Farms: 1,035
– Most common crop: Native grass (374,452 acres, 40.3% of county farmland)
#6. Sheridan

– Farmland: 993,480 acres (2.4% of state total)
– Farms: 951
– Most common crop: Native grass (741,113 acres, 74.6% of county farmland)
#5. Dawes, North Sioux

– Farmland: 1,289,202 acres (3.2% of state total)
– Farms: 1,061
– Most common crop: Native grass (1,089,577 acres, 84.5% of county farmland)
#4. Holt

– Farmland: 1,486,455 acres (3.6% of state total)
– Farms: 2,530
– Most common crop: Native grass (871,519 acres, 58.6% of county farmland)
#3. Custer

– Farmland: 1,505,935 acres (3.7% of state total)
– Farms: 2,419
– Most common crop: Native grass (1,087,145 acres, 72.2% of county farmland)
#2. Lincoln

– Farmland: 1,528,158 acres (3.7% of state total)
– Farms: 2,259
– Most common crop: Native grass (1,064,737 acres, 69.7% of county farmland)
#1. Cherry

– Farmland: 2,086,059 acres (5.1% of state total)
– Farms: 822
– Most common crop: Native grass (1,865,568 acres, 89.4% of county farmland)