One of the ways that artificial intelligence (AI) has been marketed to agricultural business owners is as a tool to improve market competitiveness. AI platforms promise to deliver real time market insights in a way that humans never could, since
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45Z Brings Ag Data Questions
The Inflation Reduction Act (“IRA”) created many market incentives to combat climate change. One of these incentives is the issuance of tax credits to renewable fuel producers, called “45Z credits” due to their location in Section 45 of the Internal…
Using Agricultural Data to Address Sustainability Challenges
In a Digital World, Don't Lose Sight of Contract Basics
Playing basketball in my younger days, I remember one thing would happen in practice after any loss—the coach would make you go back to practice basic fundamentals. Dribble. Pass. Shoot. It was a good life lesson. Any time you find…
New Concepts in the Updated Core Principles for Ag Data
Ten years after American Farm Bureau Federation first publicized the Ag Data Core Principles, the Ag Data Transparent organization undertook the effort to update the principles to reflect changes in the ag data market. This post explores some of…
Insets vs. Offsets on the Farm
Climate change has brought new words into our vocabularies that barely existed a decade ago. Two words frequently used when discussing reduction of the carbon footprint for agriculture are “insets” and “offsets.” This post explores these terms as they pertain…
Updated Core Principles for Ag Data (2024)
In 2014, American Farm Bureau Federation led industry roundtable discussions about collection, use, and sharing of agricultural data from farmers. The result of those discussions was the creation of a document called the Privacy and Security Principles for Farm Data,…
Who is a "Foreign Person" in the Eyes of USDA?
Midwestern politicians are drumming up support for increased oversight of foreign ownership of US agricultural farmland. At the state and federal level, there are bills seeking to reduce or increase reporting obligations for foreign ownership of farmland. Arkansas even went…
Using Ag Data to Win Your Case

Farm Journal’s recent article featured one of our long-fought cases against the Indiana Department of Natural Resources (DNR) for crop damage (Damned by Data: State Destroys Farmer’s Yield, Pays $810,000 in Damages). As explained in the article, our…
AI, the Black Box, and Transparency

Artificial intelligence (AI) use is on the rise in agriculture and elsewhere, thanks to generative AI platforms like OpenAI’s ChatGPT. AI is often described as a Black Box, where data is fed into the box and decisions are made, without…