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A brave new digital world (MBiz Magazine)

In a recent article on ways that Manitoba businesses are adopting artificial intelligence (AI), Jacqueline Keena shared insight into how AI is being used to inform decision-making in the agriculture industry.

“I think AI is providing a good opportunity to increase efficiencies in how we farm here in Manitoba and across the whole agriculture industry,” she said.

She pointed to  two examples of AI that could potentially change the way we farm in this province.

EMILI is currently working with a company called Geco Strategic Weed Management on a software system that uses AI algorithms to determine where herbicide-resistant weeds are likely to emerge so they can be addressed proactively and more intensely. It’s hoped that it will mean producers will need to use less herbicide to deal with weeds that can have a significant impact on the yield and quality of a crop.

Another AI-powered device being tested at EMILI’s Innovation Farms sites is a new crop sentry system designed by Winnipeg-based AGi3. The system looks like a typical weather station and collects data on conditions in the field that is then used to provide ongoing, realtime yield predictions. Producers could then use that information to determine if they’re on-track for a significant yield and if investing in additional nutrient or pesticide applications is warranted.

Keena’s advice to producers who are considering incorporating AI into their farm operations is to take a measured approach.

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Understanding the Basics of the Renewable Fuel Standard

Video: Understanding the Basics of the Renewable Fuel Standard

On Friday, April 24, 2026, from 12 noon–1:00 ET, the Penn State Center for Agricultural and Shale Law, alongside the Pennsylvania Department of Agriculture’s (PDA) Agricultural Business Development Center (ABDC), presented this webinar in the Understanding Agricultural Law Educational Series, a course designed to develop subject matter literacy and competence on fundamental issues of agricultural law for attorneys and business advisors who work with or represent agricultural or rural clients but may not necessarily specialize in agricultural law:

“Understanding the Basics of the Renewable Fuel Standard”

The Clean Air Act’s Renewable Fuel Standard (RFS) program requires transportation fuel sold in the United States to contain a minimum volume of renewable fuels such as ethanol, biodiesel, or advanced biofuels. Established by the Energy Policy Act of 2005 and later expanded by the Energy Independence and Security Act of 2007, the RFS is implemented by the U.S. Environmental Protection Agency (EPA) in collaboration with the Department of Energy and the U.S. Department of Agriculture (USDA).

This webinar provides an overview of the legal authority and structure for the RFS program and explain how it works, including the program’s system of Renewable Identification Numbers (RINs) and categories of renewable fuels. Additionally, this webinar addresses EPA annual volume requirement rulemaking and associated recent legal issues.