AI's dual nature on farms

May 24, 2026

Key points from this story:

• AI seen as plague by some
• AI seen as tool by others
• AI affects internet search snippets
• Verification of information is critical
• AI data centres strain resources
• Farm robots offer labor solutions

For others, AI is a steadily developing tool which will herald the arrival of better times. While the reality is likely somewhere in the middle overall, the viewpoint is also one highly dependent on who is looking upon AI.

Certainly AI's influence on the Internet is concerning, in as much as it gathers data and doles in out at the top of web searches with far too many simply accepting those snippets of information without ever looking for greater detail, or for collaboration from a trusted source. The need for verification of information is more critical than ever when you have what once was thought of as reliable sources such as the US government, sullied by the likes of U.S. Health Secretary Robert F. Kennedy Jr. providing rather obvious information that needs much deeper investigation than his public statements. The AI gathering also tends to thwart the efforts of reliable information sources because people won't click their mouse enough to find their websites in the face of the collected snippets.

And, of course then there are the concerns regarding AI data centres. In a moment of obvious irony an AI Overview via Google notes, "AI data centres face significant problems, primarily driven by extreme resource consumption. A single AI facility can demand as much electricity and water as a mid-sized city, straining local power grids, driving up utility bills, degrading local air and water quality, and creating constant, disruptive noise pollution for nearby communities." You twist those concerns into water issues related to climate change, with the drain on other resources and the centres are a significant issue.

But on the farm AI is generally going to be seen in a more positive light. For example a recent prodcer.com article looked at an India-based robotics company touting its three-in-one artificial intelligence-powered robot as a partial solution to labour shortages among specialty crop growing operations. "The Niqo RoboThinner, which performs precision weeding, crop thinning and targeted weed control, was a highlight of the Southwest Ag Summit in Yuma, Arizona, in February." It doesn't take a lot of thought to grasp why such technology thanks to AI could provide huge benefits in certain farm situations.

The idea of autonomous machinery to offset worker shortages, and the ability of AI to pick out certain weeds or adjust fertilizer applications are all aspects of the tech which can have a positive impact. The duality around AI is a stark contrast, and whether the benefits will ultimately outweigh the drawbacks which could be severe remains to be seen.