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Real Estate

The role, unknowns and concerns of emerging AI in agriculture

Sofia Cheung
Sofia Cheung
Sofia Cheung
Reporter · Fargo, ND

Sofia Cheung is a dedicated community reporter with a focus on social issues affecting the Fargo area. A graduate of North Dakota State University, she has spent the last four years reporting for local networks, ensuring that underrepresented voices are heard.

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Reporter · Monday, November 2, 2026 at 11:30 AM · 5 min read
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A farmer using AI technology in agriculture

As the sun rises over the vast fields of North Dakota, a lone farmer stands atop his tractor, gazing out at the horizon. His mind is a whirlwind of decisions—what seeds to plant, how to manage pests, and when to harvest. In this age of rapid technological advancement, he contemplates a new ally in his agricultural journey: artificial intelligence. Yet, as he considers the efficiency and potential of AI, a shadow of uncertainty looms over him. What does this new technology mean for his livelihood and the future of farming?

The Growing Role of AI in Agriculture

Artificial intelligence is making waves across various industries, and agriculture is no exception. Farmers today face a myriad of decisions that can significantly impact their yield and profitability. With the growing complexity of agricultural management, AI offers a promising solution to streamline operations and enhance productivity.

As reported during the recent Big Iron Farm and Construction Show in West Fargo, North Dakota, experts highlighted the dual nature of AI's impact—excitement about its potential benefits and apprehension regarding its rapid development. A poll conducted by the Associated Press and NORC revealed that 64% of adults believe AI technology is evolving too quickly, with concerns echoing from both sides of the political aisle.

Dr. David Mulla, a professor at the University of Minnesota, emphasized the role of AI in decision-making, particularly in spatial management. He explained how AI can identify patterns and anomalies in vast fields, which can be crucial for early detection of issues such as pest infestations. “The better information we have, the better our decisions are going to be,” Mulla stated, highlighting the potential for AI to transform traditional farming practices.

Weather Forecasting: A Human Touch

Despite the promising advancements in AI, there remains a significant reliance on human expertise, especially when it comes to weather forecasting. WDAY meteorologist Lydia Blume shared her process of gathering and analyzing weather data, which involves real-time input from individuals across North Dakota and neighboring states. This human element ensures a level of accuracy that AI struggles to replicate.

“AI-generated forecasts can often leave farmers confused and frustrated,” Blume noted. While AI can aggregate data from various sources, it lacks the nuanced understanding that comes from human experience. Meteorologist Tommy Grafenauer from the National Weather Service echoed this sentiment, asserting that decisions made without a personal connection often lead to poorer outcomes. “Any decision that I make where I don't have a relationship with somebody is a worse decision,” he said, underscoring the importance of human relationships in agriculture.

The Challenge of Data Accuracy

Concerns about the accuracy of AI-generated data were echoed by Lanny Faleide of SatShot, who cautioned against relying on interpolated data that could lead to dangerous assumptions. As farmers increasingly turn to AI for weather predictions and agricultural management, the need for reliable data becomes paramount.

The fear of misinformation is compounded by the rapid pace of technological development. Farmers must navigate a landscape where the accuracy of AI tools can vary widely, leading to potential risks in decision-making. As the agricultural community embraces AI, the challenge lies in ensuring that the data driving these technologies is robust and reliable.

Ownership and Security of Agricultural Data

As farmers integrate AI into their operations, questions about data ownership and security have surfaced as critical issues. Shane Williams from TerraClear emphasized that the data produced on a farm rightfully belongs to the farm owner. With AI systems collecting vast amounts of information, farmers must be vigilant about who has access to their data and how it is being used.

Rob Proulx, an ag tech systems specialist at NDSU Extension, pointed out that many tools are downloaded with little scrutiny of the fine print. “Most people never read the terms and conditions,” he said, highlighting the need for transparency in agricultural technology contracts. Organizations like Ag Data Transparent are working to protect farmers by reviewing contracts and identifying companies that prioritize data security.

Concerns Over Autonomous Equipment

As the conversation around AI continues, the rise of autonomous agricultural equipment brings both excitement and concern. During a panel discussion, experts discussed the potential of machines that can operate independently, reducing labor costs and increasing efficiency. However, there is a dark side to this innovation that cannot be ignored.

Jennifer Edney, CEO of Edney Distributing, raised an alarming point about the potential for autonomous equipment to be weaponized. “Ag equipment can be weaponized,” she warned, emphasizing the need for regulations to keep pace with technological advancements. The idea of a rogue autonomous tractor causing havoc is a chilling thought that underscores the necessity for safeguards in the agricultural sector.

Collaboration for Safety

Noel Anderson, a tech advisor for Grand Farms, echoed Edney's concerns, suggesting that lawmakers must collaborate with stakeholders to identify potential dangers and create protective measures. “How do we make sure our systems are designed in a way that will prevent those sorts of bad things from happening?” he asked, highlighting the urgent need for a proactive approach to technology regulation.

As the agricultural community embraces AI and automation, it is crucial to ensure that safety remains a top priority. By fostering collaboration between technology developers, farmers, and lawmakers, the industry can navigate the complexities of AI while safeguarding its future.

Looking Ahead: The Future of AI in Agriculture

The integration of AI in agriculture is not without its challenges, but the potential benefits are undeniable. As farmers continue to explore innovative solutions, it is essential to strike a balance between embracing new technologies and addressing the inherent risks.

Looking ahead, the agricultural community must remain vigilant in its approach to AI, ensuring that technology serves as a tool for empowerment rather than a source of anxiety. By prioritizing data security, accuracy, and human connection, farmers can harness the power of AI to enhance their operations while safeguarding their livelihoods.

As we stand on the brink of this technological revolution, the future of agriculture will undoubtedly be shaped by the decisions made today. By fostering a culture of collaboration and transparency, farmers can navigate the complexities of AI and build a resilient agricultural landscape for generations to come.

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