Banking
The CDO Vision Singapore conference, held on August 25, 2023, featured a riveting panel discussion titled "Embracing Generative AI: Opportunities and Challenges." The panel comprised experts from diverse sectors, including Asankhaya Sharma, CEO at Securade.ai; Dietmar Böhmer, Chief Analytics Officer at Tyme; Bireshwar Dasgupta, Managing Director, Global Head, Data Solutions & Analytics, CCIB at Standard Chartered Bank; Sachin Tonk, Deputy Chief Data Officer at GovTech Singapore; and Damian Leach, Chief Technology Officer - APJ at Workday. The discussion delved into the incredible possibilities and ethical considerations of Generative AI.
The Incredible Possibilities
The panelists were unanimous in their enthusiasm for the potential of Generative AI in various domains such as content creation, data synthesis, and predictive modeling. Dietmar Böhmer highlighted how Generative AI could serve as an "army of interns," automating manual tasks and allowing companies to scale their operations efficiently. Damian Leach discussed the transformative impact of Generative AI on industries like HR, where it can automate and optimize recruitment processes.
Addressing Concerns
While the panelists were optimistic about the technology's potential, they also engaged in a candid discussion about the challenges it presents. Data privacy, bias, and accountability were among the top concerns. Asankhaya Sharma emphasized the need for human oversight and a "human in the loop" to ensure ethical governance. Bireshwar Dasgupta discussed the challenges of bias in AI models and how federated learning models could help mitigate these issues.
