The Rise of Responsible AI.


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Uploaded on Feb 10, 2021

Category Technology

PPT on The Rise of Responsible AI.

Category Technology

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The Rise of Responsible AI.

THE RISE OF RESPONSIBLE AI INTRODUCTION • Today we are surrounded by technology and connected virtually with everything and everyone on the internet as a product through social media services in the age of Artificial Intelligence. Source: analyticsindiamag.com DATA HANDLING PRINCIPLES • As we have lots of information floating around and easily accessible, it makes it more important to have proper data handling principles and policies to be in place to make sure that the data is not driving the wrong decisions. Source: analyticsindiamag.com AI APPLICATIONS • Data sets can be corrupted easily and still will have the power to influence decisions of algorithms based AI applications which can prove to be hazardous humans as a race and could negatively impact the environment as well with bad decisions. Source: analyticsindiamag.com RESPONSIBLE AI • We need Responsible AI which is the practice of using AI with good intention to empower employees and businesses, and fairly impact customers and society. Source: analyticsindiamag.com WHY RESPONSIBLE AI IS IMPORTANT? • It will allow companies to engender trust and scale AI with confidence along with the purpose of providing a framework to ensure the ethical, transparent and accountable use of AI technologies. Source: analyticsindiamag.com CONSIDERATIONS OF RESPONSIBLE AI OPERATIONAL LEVEL • It requires setting up of governance and systems that will enable AI to flourish with proper definitions of design principles and methodologies Source: analyticsindiamag.com TECHNICAL LEVEL • Ensure systems and platforms are trustworthy and explainable by design and leveraging shift left approach to embed best practices and principles being infused during inception of a project itself. Source: analyticsindiamag.com ORGANIZATION LEVEL • Democratize this new way of working and ensure human and machine collaboration and defining new roles with proper responsibilities and accountabilities for proper functioning. Source: analyticsindiamag.com REPUTATIONAL LEVEL • Articulate the responsible AI mission and ensure it’s anchored to a company’s core values, ethical guardrails, and accountability structure. Source: analyticsindiamag.com