In this edition of "The Next Frontiers of AI," we explore the transformative potential of AI in the financial services sector. Featuring a discussion on how industries can create integrated AI ecosystems to surpass current limitations, the conversation emphasizes the importance of building value from generative AI as a foundational tool in the financial space.
Our August guest, Jayeeta Putatunda, director of the Artificial Intelligence Center of Excellence at Fitch Group, provides extensive knowledge on AI developments in financial services. Recorded at theCUBE Research and hosted by Scott Hebner, the video explores current trends and forward-thinking strategies in the sector.
Putatunda introduces their diverse background in economics, statistics, and quantitative modeling, sharing how this expertise applies to financial AI innovations. The conversation includes insights from theCUBE Research and hosts, highlighting how financial services consistently lead in adopting and leveraging new technologies. Key topics addressed include generative AI's cautious adoption in financial services, the need for rigorous testing, and improving value delivery through AI.
Among the critical takeaways, Putatunda discusses the limitations of traditional AI and large language models in financial industries, emphasizing the importance of explainability and transparency. Causal AI is highlighted as a transformative technology, offering business decision-making advancements and the ability to simulate "what-if" scenarios. Putatunda also focuses on how these capabilities can enhance strategic planning and operational efficiency within financial services.
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00:00 - Intro
00:06 - Exploring the Evolution and Future of AI: Innovations, Ecosystems, and Historical Perspectives
03:28 - Navigating AI: Current Landscape and Challenges in Financial Services
07:47 - The Limitations of LLMs and Traditional Models
10:22 - AI Reasoning and RAG Frameworks
14:14 - The Evolution of RAG Frameworks
18:44 - Knowledge Graphs and Financial Services
25:26 - The Importance of Causal AI in Financial Services
30:37 - Concluding Insights: The Future of Causal AI
#FinancialServices #AI #GenerativeAI #CausalAI #FitchGroup #SiliconAngle
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4. Next-Generation AI in Financial Services | The Next Frontiers of AI
February 21, 2025
Scott Hebner
Principal Analyst, AItheCUBE Research
HOST
In this edition of "The Next Frontiers of AI," we explore the transformative potential of AI in the financial services sector. Featuring a discussion on how industries can create integrated AI ecosystems to surpass current limitations, the conversation emphasizes the importance of building value from generative AI as a foundational tool in the financial space.
Our August guest, Jayeeta Putatunda, director of the Artificial Intelligence Center of Excellence at Fitch Group, provides extensive knowledge on AI developments in financial services. Recorded...Read more