Building Trust Into AI With Model Monitoring, Explainable AI, and Analytics - Krishna Gade, Fiddler скачать в хорошем качестве

Building Trust Into AI With Model Monitoring, Explainable AI, and Analytics - Krishna Gade, Fiddler

We sat down with Fiddler’s founder and CEO Krishna Gade to talk about explainable AI, lessons from working at top technology companies, raising $47M from Insight, Lightspeed, Lux, and more. Fiddler is a pioneer in enterprise Model Performance Management. Data Science, MLOps, and LOB teams use Fiddler to monitor, explain, analyze, and improve their solutions and build trust into AI. The unified environment provides a common language, centralized controls, and actionable insights to operationalize ML/AI with trust. It addresses the unique challenges of building in-house stable and secure MLOps systems at scale. Unlike observability solutions, Fiddler seamlessly integrates deep XAI and analytics to help you grow into advanced capabilities over time and build a framework for responsible AI practices. F500 companies use Fiddler across training and production models to accelerate AI time-to-value and scale and increase revenue by connecting predictions to business context or providing visibility into model performance and behavior. Fiddler is backed by Bloomberg Beta, Amazon Alexa Fund, Insight Partners, Lightspeed Venture Partners, Haystack, and Lux Capital, among others. The audio version is available everywhere you listen to podcasts: https://anchor.fm/forward-by-dawn/ 0:00 - Will we ever be able to explain AI? 8:33 - Getting a better understanding of why AI system acts the way it does 20:00 - Fiddler’s customer profile & success stories 27:50 - The mechanics of data perturbation 33:20 - R&D breakthroughs powering Fiddler 39:21 - Lessons from working at Big Tech 44:31 - Future of search engines 47:55 - Founding Fiddler: building team, fundraising 57:20 - Specialized types 59:20 - Advice to entrepreneurs building an AI business today Web: https://www.fiddler.ai Linkedin:   / fiddler-ai   Twitter:   / krishnagade   Join Fiddler: https://www.fiddler.ai/careers At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com With questions about Forward contact us at forward@dawnglobalventures.com