Research teams have developed transformative technologies for environmental and agricultural applications. Carnegie Mellon University scientists employed AI-generated synthetic images to enhance invasive plant species detection, crucial for ecosystem management. Researchers at the Technical University of Munich created eco-friendly carbon fibers from microalgae, offering sustainable alternatives to petroleum-based materials. Additionally, an acoustophoretic seed separation system was introduced, harnessing sound waves to improve precision sorting in agriculture, potentially increasing efficiency while reducing energy consumption.