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Operation
The Generative Intelligence Lab is a group of builders working as a software factory for Generative Intelligence Systems in Multi-Disciplinary Research Applications and Industry Collaboration.
We favor the development of projects around Multi-Disciplinary Collaboration and working with Industry Partners.
If you have an idea for a project or want to join as a collaborator, reach out to Dr. Koch.
Resources
Our research toolkits are designed to support rapid experimentation and knowledge sharing.
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Owlmind Framework for Generative Intelligent Systems. :: Bots + Prompts + Pipelines + Models = Fast Prototypes |
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Prompt Engineering Lab Fast prototype with Prompt Engineering techniques. :: Prompts + Models = Quick Experiments |
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ChatFAU Intelligent chat Interface based on Ollama. :: Our solution for zero-cost Model Provider :: |
Topics of Interest
This is a list of Topics of Interest where we are building capacity and toolkits.
If you are interested in develop Use Cases around any of these topics, please reach out to Dr. Koch!
| Smarter Health Systems | Leveraging Generative Intelligence Systems for personalized care planning, medical image synthesis, predictive diagnostics, and autonomous support systems — expanding access and enhancing decision-making in health services. |
| Smarter Traffic Systems | Applying Generative Intelligence Systems to generate real-time traffic strategies, predict multimodal transport needs, and coordinate autonomous agents — reducing congestion and emissions through context-aware, adaptive mobility ecosystems. |
| Smarter Control Systems | Applying Generative Intelligence Systems to develop better Control Systems able to model environmental, generate intervention strategies, and support distributed collaboration. |
| Smarter Education | Using Generative Intelligence Systems to co-create personalized learning paths, adaptive curricula, and intelligent tutoring systems that respond creatively to individual learning styles and educational goals. |
| Smarter Government | Designing Generative Intelligence Systems that can co-create public policies, model complex social dynamics, and support deliberative governance — enabling transparent, responsive, and participatory civic systems. Other topics of interest include: simulate policy outcomes, generate adaptive regulations, and co-create strategies with stakeholders — enabling more responsive, inclusive, and evidence-driven institutions. |
| Smarter Cities | Deploying Generative Intelligence Systems to generate dynamic urban models, optimize resource flows, and co-design infrastructure that evolves with citizen needs — fostering more sustainable, resilient, and human-centered urban environments. |
| Smarter Energy Systems | Integrating Generative Intelligence Systems to dynamically model energy demand, optimize renewable integration, and coordinate distributed energy agents — creating an intelligent, adaptive, and carbon-aware power grid. |
| Smarter Cybersecurity | Employing Generative Intelligence Systems to simulate threat vectors, generate adaptive defense mechanisms, and anticipate complex cyber-attacks — building proactive, self-evolving security infrastructures. |
| Smarter Retail & Commerce | Applying Generative Intelligence Systems to generate hyper-personalized experiences, co-create marketing content, and simulate customer behavior — transforming how businesses engage, predict, and adapt to consumer needs. |