The Generative Intelligence Lab | 💡

Ideas

Project Ideas: these are ideas being developed in collaboration with multidisciplinary researchers.
Ideas for Industry-related Use Cases: provides a practical catalog of real-world use cases aimed at guiding applied exercises and lightweight experiments.
Ideas for Scientific Research Projects: these projects are more complex and focus on pushing the boundaries of generative models, learning dynamics, or system safety.

Resources

Owlmind

Framework for Generative Intelligent Systems.
Bots + Prompts + Pipelines + Models = Fast Prototypes

ChatFAU

Intelligent chat Interface based on Ollama.
Our solution for zero-cost Model Provider!
(requires @fau account)

Topics of Interest


Smarter Health Systems	Generative intelligence is helping shape more personalized care plans, produce synthetic medical images, support diagnostics, and enable autonomous assistance, making healthcare more accessible and informed.
Smarter Control Systems	These systems are being used to model environments more accurately, design effective interventions, and support collaboration across distributed teams.
Smarter Traffic Systems	Generative tools can help manage traffic in real time, forecast transportation needs across different modes, and coordinate autonomous vehicles, reducing congestion and emissions through smarter mobility.
Smarter Education	Generative systems can co-design personalized learning experiences, adapt curricula in real time, and power tutoring tools that respond to individual learning styles and goals.
Smarter Government	These systems can support public policy design, simulate complex social dynamics, and enhance civic participation. They also help model policy outcomes, develop adaptive regulations, and involve communities in decision-making, leading to more inclusive and data-informed institutions.
Smarter Energy Systems	Generative intelligence can help balance energy supply and demand, support renewable integration, and coordinate distributed energy sources, making power grids more flexible and environmentally aware.
Smarter Retail & Commerce	Businesses are using generative tools to tailor customer experiences, create dynamic marketing content, and simulate consumer behavior, enabling more predictive, engaging, and responsive commerce.

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