Generative AI in Action: Enterprise Value Creation
AWS GenAI Loft | San Francisco
-
-
IN PERSON
English
200 - Intermediate
10:00 AM-10:45 AM
Welcome & Registration
10:45 AM-11:00 AM
Opening Remarks
11:00 AM-11:30 AM
Keynote
Generative AI in Action: Enterprise Value Creation
Explore the practical application of generative AI, particularly within enterprise settings using platforms from some of the leaders in the space. It critically examines the prevailing trend of deploying excessively large language models (LLMs), arguing that a "one-size-fits-all" approach may not optimize value creation. Instead, it advocates for a shift towards customized generative AI strategies, emphasizing the importance of tailoring LLM scalability and customization to specific organizational needs. By questioning the default "XL" approach, this work highlights the potential pitfalls of over-engineered AI and underscores the necessity of nuanced, personalized solutions for achieving optimal performance and alignment with unique enterprise objectives.
11:30 AM-11:45 AM
Break
11:45 AM-12:30 PM
Panel
Beyond the Hype: Navigating the Challenges and Opportunities of Generative AI Implementation
Generative AI offers huge potential, but successful implementation requires navigating key challenges. Data bias, computational costs, ethical concerns, and workflow integration are significant hurdles. However, automation, personalization, accelerated R&D, and enhanced creativity present transformative opportunities. Organizations must prioritize data quality, responsible AI, and strategic use cases to move beyond the hype and realize generative AI's true value.