Abstract-
In my presentation, I will delve into the intriguing domain of Generative AI for Industries, where I'll shed light on the practical applications of LLMs for Biomedical Insights - OpenBIOML and BIO GPT. Navigating the intricate balance between scale and safety, I will emphasize the potential of these potent tools in the context of biomedical research. Analyzing their capabilities and challenges, I aim to demystify their real-world utility and offer a clear understanding of the inherent trade-offs. My discussion will extend to strategies for responsible deployment, underlining the significance of rigorous monitoring, evaluation, and human oversight. Join me in uncovering the transformative capacity of Generative AI while ensuring its responsible integration into the intricate landscape of biomedical advancements and discoveries.

Key Takeaways -
1. Explore practical LLMs applications across industries.
2. Understand the balance between scale and safety in utilizing these powerful tools.
3. Recognize the potential of LLMs in biomedical research and discoveries.
4. Learn responsible deployment strategies through rigorous monitoring, evaluation, and human oversight.
5. Uncover the transformative capacity of Generative AI within the biomedical landscape.