Dr. Tanganika Johnson, Assistant Professor of Practice in Biology at Southern University in Baton Rouge, Louisiana, explores the integration of artificial intelligence into biology curricula, specifically focusing on course design for general biology non-majors and plant physiology. By embedding research based on environmental microbiology concepts, this study promotes the ethical and practical use of generative AI platforms such as NotebookLM and Jetstream2. Students utilize these tools to develop infographics, podcasts, and slide decks, facilitating the visualization of complex biological interactions. A primary focus of the curriculum is workforce development, ensuring students gain the AI literacy necessary for future careers. Significant challenges addressed include the necessity of redesigning assessments to maintain a "human-in-the-loop" strategy, preventing students from using AI as a crutch rather than a partner. By emphasizing sophisticated prompt engineering, the curriculum encourages students to treat AI as a collaborative tool that requires personal input and critical thinking. Preliminary results indicate that this balanced approach enhances student engagement, academic success, and professional readiness.
Implementation steps and strategic initiatives
The initiative described by Dr. Tanganika Johnson at Southern University provides a strong foundation for a structured implementation plan. The first priority is to establish a faculty-led working group that includes instructional designers, department leadership, and student representatives to formalize the approach described in the abstract. This group should develop a detailed implementation timeline covering the first two semesters, with clear milestones, resource requirements, and accountability structures. The abstract's core insight — that tanganika johnson, assistant professor of practice in biology at southern university in
baton rouge, louisiana, explores the integration of artificial intelligence into biology curricula, specifically focusing on course design for general biology non-majors and plant physiology — should serve as the guiding principle for all implementation decisions.
A pilot phase should be launched in one or two courses or programs, allowing the team to test the approach in a controlled setting before broader rollout. The pilot should include clear entry and exit criteria, a structured feedback loop with participating students and faculty, and a mid-pilot review meeting to address emerging challenges. Resources including technology subscriptions, faculty release time, and professional development support should be secured before the pilot begins to avoid disruption. Documentation of the pilot process — including what worked, what did not, and what was modified — will be essential for scaling the approach.
Following a successful pilot, the institution should develop a scaling plan that extends the approach to additional courses, programs, or student populations. This plan should include a faculty onboarding package, a peer coaching program pairing experienced implementers with new adopters, and a shared resource repository. The abstract's observation that by embedding research based on environmental microbiology concepts, this study promotes the ethical and practical use of generative ai platforms such as
notebooklm and jetstream2 suggests that scaling will require attention to both technical and cultural dimensions of change. Institutional leadership should signal commitment to the initiative through public recognition of participating faculty and students.
Sustainability requires embedding the approach in institutional planning and accreditation processes. Annual reviews of implementation data should inform continuous improvement, and findings should be shared with peer institutions through professional networks and publications. Partnerships with organizations such as the SMART Global Technology Innovation Center at Tennessee State University will provide ongoing support and amplify the initiative's impact beyond Southern University.