The Cloud Hub and the Future of Generative AI Research at Georgia Tech
In an exciting development for the field of artificial intelligence, the Cloud Hub—an initiative of the Institute for Data Engineering and Science (IDEaS) at Georgia Tech—has recently wrapped up a highly successful Call for Proposals aimed at advancing Generative Artificial Intelligence (GenAI). Funded by a generous contribution from Microsoft, this initiative is set to propel researchers into uncharted territories within the realm of GenAI, examining both foundational principles and innovative applications that promise to reshape a variety of sectors.
Call for Proposals: A Gateway to Innovation
Kicking off in early 2024, the Call for Proposals welcomed innovative ideas from researchers across Georgia Tech. The breadth of the scope was notably expansive, encouraging submissions that traversed foundational research, system advancements, and creative applications across diverse fields such as the arts, sciences, business, and engineering. Crucially, there was a strong emphasis on proposals that incorporated ethical considerations and responsible AI use, reflecting an industry-wide commitment to ensuring that GenAI technologies are developed thoughtfully and transparently.
Recognizing Microsoft’s Generous Contribution
This initiative would not have been possible without the significant support from Microsoft, which provided research resources that enable Georgia Tech’s researchers to explore new frontiers in GenAI. With access to Azure’s cutting-edge tools and services, researchers are equipped to tackle some of the most critical challenges and explore the myriad opportunities presented by this rapidly advancing field. This collaboration marks a significant milestone in academia and industry partnership, underscoring the importance of resource sharing in technological advancement.
Looking Ahead: Pioneering the Future of GenAI
The awarded projects under this initiative are slated to begin in Spring 2025 and showcase a diverse range of research directions. From enhancing the capabilities of large language models to exploring interdisciplinary collaborations for innovative applications of data, these projects are poised to make substantial contributions to the field of GenAI. As the landscape of technology continues to evolve, the outcomes of these projects are anticipated to have a lasting impact on various industries, fueling further research and bridging gaps between theoretical knowledge and practical applications.
IDEaS and the Cloud Hub’s Commitment to Researchers
IDEaS and the Cloud Hub are committed to providing unwavering support to all project teams as they embark on their research journeys. This initiative not only fosters innovation but also ensures that the findings from these ambitious projects will reach a broader audience. The outcomes will be disseminated through scholarly publications and highlighted on the Cloud Hub web portal, making it easy for the academic and industry communities to stay informed about these groundbreaking advancements in GenAI.
Congratulations to the Spring 2025 Winners
Among the many outstanding proposals submitted, the following projects have been awarded funding:
- Neha Kumar; IC | “Social Audits of AI: Towards Participatory Impact Evaluations of AI-Based Systems”
- Amirali Aghazadeh; ECE & Amanda Stocton; Chem and Biochem | “Agentic AI in Pursuit of Life’s Origins: Reassessing Histidine’s Prebiotic Viability”
- Peng Chen; CSE | “Generative AI for Advanced Bayesian Data Assimilation in Real-Time Flood Prediction”
- Yunan Luo; CSE | “Programmable Protein Design with Multi-Modal Generative AI”
- Anqi Wu; CSE | “Diffusion-Guided Discovery of Semantic Neural Codes in Higher Visual Cortex”
- Chao Zhang; CSE & Rampi Ramprasad; MSE | “MM-ChemAgent: A Multi-modal and Agentic LLM for Chemical Discovery”
These projects exemplify the spirit of innovation and the commitment to ethical AI that the Cloud Hub promotes, ensuring a positive impact on society through the exploration of Generative AI.
