There has been significantly growing interests and investments by businesses to use data and algorithms to capture new markets or to create new opportunities in existing markets. This can range from customer and marketing analytics, personalization of online consumer experiences, predictive maintenance scheduling, financial loan approvals, predictive enforcement, and the list goes on.
Yet, many initiatives never make it from the prototypes to the real-world application, and many deployed to the real-world fail to meet the original expectations during the internal presentations and approvals. Even worse, some ill-conceived solutions make the headlines for the wrong reasons after discriminatory decisions were highlighted by the public, or an inadequately robust solution results in some catastrophic incidents after deployment.
In this talk, we will discuss the drivers behind the increasing regulatory interests on AI Ethics & Governance, and how a Trustworthy AI framework helps in systematically identifying and addressing the potential areas of concern. We will conclude with a discussion around MLOps which is an area of increasing interests to make sure models are built while considering sustainability in the production environment.
Deloitte & Touche Enterprise Risk Services Pte Ltd
Gerry is an Executive Director in Deloitte’s Cyber Risk Advisory practice, specialising in Cybersecurity and Risk Management. He has over 25 years of experience in Cybersecurity advising clients on how to adopt technology innovations in a safe and controlled environment.
He runs the Cyber Emerging Tech which includes addressing risks arising from technology such as algorithmic decision-making (AI/Machine Learning). His other areas of specialisation cover building Governance, Risk, and Compliance (GRC) programmes in both the IT and OT space to address the threat and regulatory landscape for private and public sectors. He also runs the Detect & Respond services to help clients address the proactive need to assess their technology environment and incident response where needed.
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