Reimagining the Land-Grant Mission in the Age of Artificial Intelligence
Artificial intelligence has become one of higher education's defining opportunities, reshaping how universities pursue discovery, prepare students, and engage with industry and communities. At the University of Arkansas at Pine Bluff (UAPB), that transformation is taking shape through a transdisciplinary approach that brings together artificial intelligence, agriculture, engineering, data science and workforce development to address complex challenges in partnership with industry and communities.
Challenges such as food security, water sustainability, cybersecurity, and rural economic development no longer belong to any one academic discipline. They require today’s universities to integrate expertise across fields while partnering strategically with industry and communities to translate discovery into practical solutions.
The university's approach is perhaps best illustrated by Aquavision, an AI-powered aquaculture platform developed through UAPB's Aquaculture/Fisheries Center of Excellence. The platform was created to combat diseases that cost the global seafood industry billions of dollars each year. The project demonstrates how the university's research strategy is translating discovery into measurable impact.
Leading the effort is Dr. Yathish Ramena, director of the UAPB Aquaculture/Fisheries Center of Excellence, whose 35-year career has taken him from India's aquaculture industry to collaborations with some of the world's largest shrimp producers. Aquavision, his team's signature innovation, combines computer vision and machine learning to identify microscopic size variations in shrimp measuring less than 50 microns, differences invisible to the human eye that can signal the onset of Early Mortality Syndrome (EMS), one of the shrimp industry's most devastating diseases. EMS is responsible for an estimated $10 billion in global economic losses each year. Because infected shrimp often die before visible symptoms appear, producers frequently discover outbreaks only after significant losses have occurred.
To address that challenge, Dr. Ramena and his research team are developing non-invasive precision tools that assess growth, health and production characteristics across aquatic species. Building on decades of research in aquaculture health, nutrition and advanced production systems, the technology supports selective breeding, feeding optimization and earlier identification of conditions associated with disease and production losses.
“The goal is to help producers make better decisions sooner,” Dr. Ramena said. “If we can detect these changes before the disease becomes visible, we can reduce losses, improve productivity and ultimately strengthen the sustainability of aquaculture.”
Currently in the prototype phase, Aquavision is expected to be ready for commercialization within the coming month.
"If we can detect these changes before the disease becomes visible, we can reduce losses, improve productivity and ultimately strengthen the sustainability of aquaculture."
The global shrimp market exceeds $76 billion annually, and the United States remains the world's largest shrimp importer. Technologies that reduce disease-related losses and improve production efficiency have the potential to strengthen food security, improve producer profitability and build a more resilient seafood supply chain.
Aquavision’s potential extends beyond shrimp. Ramena and his team are adapting it to monitor growth variation and detect abnormalities in U.S. farm-raised catfish, largemouth bass, baitfish and ornamental fish, expanding its application to species that are vital to Arkansas' aquaculture industry and recreational fisheries.
“We are transforming our institution into one where the most important challenges become the organizing principle for collaboration,” Chancellor Anthony Graham said. “When faculty, students, Extension professionals and industry partners work together around a shared problem, the impact of research extends far beyond the laboratory.
“As Arkansas' only public 1890 land-grant HBCU, our responsibility is to ensure innovation reaches the producers, businesses and rural communities we were created to serve. Aquavision reflects that commitment by translating research into solutions that strengthen industries, expand opportunity, and improve lives across Arkansas and beyond.”
Students are central to this model. Undergraduates are building Aquavision's prediction models by collecting, labeling and validating thousands of images that train the artificial intelligence system to recognize patterns invisible to the human eye. Their role places them at the center of projects more commonly associated with doctoral-intensive institutions. Working alongside faculty, they develop technical expertise, problem-solving skills, and an understanding of how ideas move from the laboratory to commercialization, preparing them to contribute immediately to research, industry and emerging technology fields.
But the research pipeline begins even earlier. High school students from the Arkansas School for Mathematics, Sciences and the Arts contribute to dataset development while exploring careers in artificial intelligence, engineering and agricultural science. Their participation introduces them to globally relevant research before they enter college and expands pathways into STEM disciplines.
Aquavision also illustrates how UAPB is scaling this collaborative model across the university. Through the Center for Artificial Intelligence and Data Analytics, the university is creating the infrastructure to connect faculty expertise across disciplines, expand opportunities for students to participate in applied AI research and accelerate partnerships that address the evolving needs of industry and communities.
This institutional strategy is gaining national recognition. UAPB's Carnegie Research Colleges and Universities designation reflects the university's growing capacity for applied scholarship, while its pursuit of Research 2 (R2) status signals a continued commitment to expanding research excellence and impact. Dr. Ramena's induction into the Arkansas Research Alliance Academy further underscores that progress by recognizing research with the potential to advance scientific discovery and strengthen Arkansas' innovation economy.
Aquavision offers a window into UAPB's future. It demonstrates a culture in which faculty expertise, student engagement, and industry collaboration converge to address consequential challenges and positions UAPB to expand its influence and create tangible benefits for Arkansas and beyond.
This content was provided by the University of Arkansas at Pine Bluff. The editorial staff of The Chronicle had no role in its preparation. Find out more about paid content.
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