Responsible AI in practice | AI for Good Keynote
0The emergence of Artificial Intelligence (AI) is increasingly shaping the way of work in a range of sectors that will impact all the 17 UN Sustainable Development Goals (SDGs). \n\nWith this technological opportunity comes ethical, policy and legal challenges to ensure equitable and inclusive opportunities. In particular, we must consider the possible discriminatory impacts of such solutions. For instance, inadvertent encoding of bias into automated decisions may result into positive butunequitable progress on SDGs. \n\nMachine Learning (ML) solutions are a new paradigm compared to traditional software solutions and hence requires establishment of a new framework to build responsible AI/ML models. A responsible AI/ML model aspires to embody the virtues of privacy, fairness, explainability, robustness, transparency, and governance. In this AI for Good Keynote, learn about bias challenges when building AI models and get acquainted with best practices to mitigate these biases by design. \n\nJoin Dr. Nashlie Sephus, the Principal Tech Evangelist for Amazon AI, to learn how AWS dedicates significant resources to these issues, to help customers to build datasets for fairness. In this session, we will explore what is needed for Responsible AI is and how to tackle the related challenges. It will present how AWS guides and ensures responsible models with best practices, documentation and training to help build responsible AI by design. \n\n Speakers:\nNashlie Sephus\nPrincipal Tech Evangelist\nAmazon AI\n\n\nJoin the Neural Network! \nhttps://aiforgood.itu.int/neural-network/\nThe AI for Good networking community platform powered by AI. \nDesigned to help users build connections with innovators and experts, link innovative ideas with social impact opportunities, and bring the community together to advance the SDGs using AI.\n\n Watch the latest #AIforGood videos!\n\n\nExplore more #AIforGood content:\n AI for Good Top Hits\n • Top Hits \n\n AI for Good Webinars\n • AI for Good Webinars \n\n AI for Good Keynotes\n • AI for Good Keynotes \n\n Stay updated and join our weekly AI for Good newsletter:\nhttp://eepurl.com/gI2kJ5\n\n Discover what's next on our programme!\nhttps://aiforgood.itu.int/programme/\n\nCheck out the latest AI for Good news:\nhttps://aiforgood.itu.int/newsroom/\n\nExplore the AI for Good blog:\nhttps://aiforgood.itu.int/ai-for-good-blog/\n\n Connect on our social media:\nWebsite: https://aiforgood.itu.int/\nTwitter: https://twitter.com/AIforGood\nLinkedIn Page: https://www.linkedin.com/company/26511907 \nLinkedIn Group: https://www.linkedin.com/groups/8567748 \nInstagram: https://www.instagram.com/aiforgood \nFacebook: https://www.facebook.com/AIforGood\n\nWhat is AI for Good?\nWe have less than 10 years to solve the UN SDGs and AI holds great promise to advance many of the sustainable development goals and targets.\nMore than a Summit, more than a movement, AI for Good is presented as a year round digital platform where AI innovators and problem owners learn, build and connect to help identify practical AI solutions to advance the United Nations Sustainable Development Goals.\nAI for Good is organized by ITU in partnership with 40 UN Sister Agencies and co-convened with Switzerland.\n\nDisclaimer:\nThe views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU.