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Cattle Raisers Urge Straightforward Labeling for Lab-Grown Products

Wednesday, the Texas & Southwestern Cattle Raisers Association submitted comments to the United States Department of Agriculture’s Food Safety Inspection Service to address questions about the labeling of lab-grown protein products.

Numerous companies across the globe are developing and preparing to introduce lab-grown proteins artificially cultured from animal cells. They intend to market these products to consumers as meat. While the Food and Drug Administration will oversee the manufacturing process, USDA will regulate how they are labeled and sold. The Agriculture Department has started collecting the public input necessary to develop those regulations.

In their comments, cattle raisers urged the department to apply the same standards for clarity to lab-grown products as currently exist for traditionally raised beef. This will ensure that the products are easily distinguishable on store shelves, protecting consumer confidence and the wholesome reputation of beef raised by ranchers.

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How AI Is Changing Family Hog Farms | Duane Stateler on Technology & the Future of Pork Production

Video: How AI Is Changing Family Hog Farms | Duane Stateler on Technology & the Future of Pork Production

Artificial intelligence is beginning to reshape pork production, and longtime pork producer Duane Stateler believes the industry is only getting started.

Recorded at World Pork Expo 2026, Stateler shares how technology has already transformed modern hog farming—from automated barn climate control and feed monitoring to real-time alerts—and explains why AI will play an even bigger role in improving animal care, efficiency, and decision-making.

As a fifth-generation hog farmer, he also discusses the importance of family farms, succession planning, labor, and how technology is helping today's producers care for more animals while maintaining high welfare standards.

In this interview:

The future of AI in pork production

How smart barns improve pig care

Feed bin monitoring and automation

Labor challenges and family farming

Why technology is shaping the next generation of producers