Debunking the Core Myths of Responsible AI | Navrina Singh (Credo AI) | TransformX 2022
Credo AI founder and CEO Navrina Singh will present two types of responsible AI: regulation-induced and value-induced. Regulations are changing rapidly—for financial services, there’s SR11-7, GDPR has AI implications, and regulation has become a top legislative agenda item. Some 60 countries are designing strategies and there are 1,000 responsible AI frameworks in development across OECD (the Organization for Economic Co-operation and Development) countries. Perhaps of most recent interest, Singh discusses New York City’s hiring bias law and what her customers are doing to comply by January 2023. Some regulations are still ambiguous, such as “disparate impact” referenced in the New York law. Singh explains how you can integrate appropriate bias monitoring and compliance tooling into your product to determine if you’re compliant and whether your latest model aligns with your business’s established values. Only then is it safe to deploy and serve your customers with a model. A technology leader with over 18 years of experience in enterprise SaaS, AI and mobile, Singh has held multiple product and business leadership roles at Microsoft and Qualcomm. Her company, Credo AI, specializes in trust, safety, and transparency for many industries—particularly for sensitive ones like financial services, human resources, and government.
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