Responsible AI at Scale - Balancing Democratization and Regulation in the Financial Sector
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Learn how to implement responsible AI at enterprise scale in highly regulated financial environments through this 39-minute conference talk. Discover the development of a Responsible AI Gateway that enforces jailbreak prevention and compliance on every large language model query while enabling AI democratization across organizations. Explore real-time observability systems that calculate risk and accuracy metrics to detect issues before they escalate, and understand how to leverage cloud-based model hosting for scalable LLM access with enhanced security and efficiency. Examine practical frameworks for democratizing AI access without compromising essential guardrails and regulatory requirements. Gain insights into best practices for financial organizations seeking to harness AI capabilities safely and efficiently while maintaining strict compliance standards, presented by Aman Thind, EVP and Chief Architect for State Street.
Syllabus
Responsible AI at Scale: Balancing Democratization and Regulation in the Financial Sector
Taught by
Databricks