9-12 May 2023
Virtual & In-Person*
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Mrinal
Karvir
Senior Cloud Software Engineering Manager at Intel Corporation
"Practical Approaches To Responsible AI "
"Practical Approaches To Responsible AI "
Wed May 10 - 4:30 PM EDT/New York (See in local time)
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05/10/2023 4:30 PM
05/10/2023 04:50 PM
America/New_York
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"Practical Approaches To Responsible AI "
#WTGC2023
"Practical Approaches To Responsible AI "
https://www.womentech.net/vfairs
https://www.womentech.net/vfairs
"Practical Approaches To Responsible AI "
"Practical Approaches To Responsible AI "
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Session: Practical Approaches To Responsible AI
Everyone has a role to play in making the usage of Artificial Intelligence ethical and responsible as users and developers of the technology. As per Morning Consult’s IBM Global AI Index 2021, over 90 percent of businesses using AI say Trustworthy and explainable AI is critical to business. More than half of companies cite significant barriers to getting there including a lack of skills, inflexible governance tools, biased data, and more. Enabling ethical and equitable AI requires a comprehensive approach around people, processes, systems, data and algorithms. How can we incorporate responsible AI principles in every phase of AI solution development, from concept to deployment? In this talk, we will discuss practical approaches to incorporate responsible AI principles with tools, frameworks and industry case studies.Key Takeaways
- Diversity and Inclusion is important than ever in building teams for AI solutions, data collection, test user base formation , panels on laws , policies and reforms
- Establish RAI principles that guide the decision-making for your AI development.
- Adopt Human-Centric Approach at every stage of your product development.
- Preventing bias is complex. Define fairness metrics, document trade-offs and share with your users transparently. Re-check for bias often.
- Conduct regular assessments, audits, and update AI Response plans. Keep up-to-date with the evolving legislature, regional laws and standards.
Bio
Mrinal leads Intel® Developer Cloud for the Edge, a platform that provides instant remote access to deploy AI applications on the latest Intel hardware and software platforms. Edge AI and Vision Alliance named the DevCloud - 2020 Vision Product of the Year. She manages an engineering organization responsible for driving Telemetry, AI Solutions, Security, and Infrastructure functions. She has managed teams that developed innovative solutions in AI and contextual awareness. She led the development of the world’s first presence-aware PC experience with Intel® Context Sensing Technology. As an Ethical AI Champion at Intel, she provides leadership and clarity on responsible AI practices.