Diya Wynn, Senior Practice Manager in Responsible AI for AWS Machine Learning Solutions Lab, joins Corey on Screaming in the Cloud to discuss her team’s efforts to study and implement responsible practices when developing AI technology. Corey and Diya explore the ethical challenges of AI, and why it’s so important to be looking ahead for potential issues before they arise. Diya explains why socially responsible AI is still a journey, and describes how her and her team at AWS are seeking to forge that path to help their customers implement the technology in a safe and ethical way. Diya also describes her approach to reducing human-caused bias in AI models. About DiyaDiya Wynn is the Senior Practice Manager in Responsible AI for AWS Machine Learning Solutions Lab. She leads the team that engages with customers globally to go from theory to practice - operationalizing standards for responsible Artificial Intelligence/Machine Learning and data. Diya leads discussions on taking intentional action to uncover potential unintended impacts, and mitigate risks related to the development, deployment and use of AI/ML systems. She leverages her more than 25 years of experience as a technologist scaling products for acquisition; driving inclusion, diversity & equity initiatives; leading operational transformation across industries and understanding of historical and systemic contexts to guide customers in establishing an AI/ML operating model that enables inclusive and responsible products. Additionally, she serves on non-profit boards including the AWS Health Equity Initiative Review Committee; mentors at Tulane University, Spelman College and GMI; was a mayoral appointee in Environment Affairs for 6 consecutive years and guest lectures regularly on responsible and inclusive technology. Diya studied Computer Science at Spelman College, the Management of Technology at New York University, and AI & Ethics at Harvard University Professional School and MIT Sloan School of Management.Links Referenced:Machine Learning is a Marvelously Executed Scam: https://www.lastweekinaws.com/blog/machine-learning-is-a-marvelously-executed-scam/
TranscriptAnnouncer: Hello, and welcome to Screaming in the Cloud with your host, Chief Cloud Economist at The Duckbill Group, Corey Quinn. This weekly show features conversations with people doing interesting work in the world of cloud, thoughtful commentary on the state of the technical world, and ridiculous titles for which Corey refuses to apologize. This is Screaming in the Cloud.Corey: Tailscale SSH is a new, and arguably better way to SSH. Once you’ve enabled Tailscale SSH on your server and user devices, Tailscale takes care of the rest. So you don’t need to manage, rotate, or distribute new SSH keys every time someone on your team leaves. Pretty cool, right? Tailscale gives each device in your network a node key to connect to your VPN, and uses that same key for SSH authorization and encryption. So basically you’re SSHing the same way that you’re already managing your network.So what’s the benefit? Well, built-in key rotation, the ability to manage permissions as code, connectivity between any two devices, and reduced latency. You can even ask users to re-authenticate SSH connections for that extra bit of security to keep the compliance folks happy. Try Tailscale now - it's free forever for personal use.Corey: Kentik provides Cloud and NetOps teams with complete visibility into hybrid and multi-cloud networks. Ensure an amazing customer experience, reduce cloud and network costs, and optimize performance at scale — from internet to data center to container to cloud. Learn how you can get control of complex cloud networks at www.kentik.com, and see why companies like Zoom, Twitch, New Relic, Box, Ebay, Viasat, GoDaddy, booking.com, and many, many more choose Kentik as their network observability platform. Corey: Welcome to Screaming in the Cloud, I’m Corey Quinn. In a refreshing change of pace, I have decided