PinnedAbhishek GuptainTowards Data ScienceIntroduction to ethics in the use of AI in warA quick tour through the ethical and governance issuesFeb 24, 2021Feb 24, 2021
Abhishek GuptainTowards Data ScienceHow to build an AI ethics team at your organization?So you’re working on AI systems and are interested in Responsible AI? Have you run into challenges in making this a reality? Many articles…Jul 10, 2021Jul 10, 2021
Abhishek GuptainTowards Data ScienceBuilding for Resiliency in AI SystemsWe need to think about resiliency as an active component of building ethical, safe, and inclusive AI systems.May 29, 2021May 29, 2021
Abhishek GuptainTowards Data ScienceThe importance of systems adaptability for meaningful Responsible AI deploymentLet’s use this post to explore the idea of Systems Adaptability as another tenet that can help us achieve Responsible AI in practice.Apr 25, 2021Apr 25, 2021
Abhishek GuptainTowards Data ScienceSystems Design Thinking for Responsible AIThere is rarely a bare AI system. Typically, AI capabilities are included as a subcomponent of a larger product or service offering. Such…Apr 19, 2021Apr 19, 2021
Abhishek GuptainTowards Data ScienceTradeoff determination for ethics, safety, and inclusivity in AI systemsDesign decisions for AI systems involve value judgements and optimization choices. Some relate to technical considerations like latency…Apr 4, 2021Apr 4, 2021
Abhishek GuptainTowards Data ScienceWhy free and open source software (FOSS) should be the future of Responsible AIIn a recent piece featured in the MIT Technology Review titled “Worried about your firm’s AI ethics? These startups are here to help.”…Mar 29, 2021Mar 29, 2021
Abhishek GuptainTowards Data ScienceThe importance of goal setting in product development to achieve Responsible AIWhy are you building the product that you are working on right now?Mar 23, 2021Mar 23, 2021
Abhishek GuptainTowards Data ScienceSimple prompts to make the right decisions in AI ethicsWith the recently concluded FAccT 2021 conference, we were regaled with many papers and workshops that talked about statistical techniques…Mar 15, 20211Mar 15, 20211
Abhishek GuptainTowards Data ScienceGet transparent about your AI ethics methodologySo you’ve heard about AI ethics and its importance in building AI systems that are aligned with societal values. There might be many…Mar 8, 20211Mar 8, 20211