We’re honored to be named a Game Changer 2020 by CB Inisghts. “..identified high-momentum companies pioneering new ways to solve big problems.” Read on CBInsights What we’re reading/watching 3 reasons to open the AI black-box – Dr. Harry Shum ‘If we want to help humans improve AI, we need to understand it. Where are those errors … Continue reading “Latest Explainable AI Newsletter: January 2020”
Tag: xai
Fiddler at Plug and Play Expo
Fiddler Labs was selected to present at Plug and Play’s Fall Expo on October 24th, 2019. As part of their Fintech batch, we were very pleased to see so many attendees in the audience! From investors and corporations to startups innovating in the space. Plug and Play is the ultimate innovation platform, bringing together the … Continue reading “Fiddler at Plug and Play Expo”
Regulations To Trust AI Are Here. And It’s a Good Thing.
This article was previously posted on Forbes. As artificial intelligence (AI) adoption grows, so do the risks of today’s typical black-box AI. These risks include customer mistrust, brand risk and compliance risk. As recently as last month, concerns about AI-driven facial recognition that was biased against certain demographics resulted in a PR backlash. With customer protection … Continue reading “Regulations To Trust AI Are Here. And It’s a Good Thing.”
Should you explain your predictions with SHAP or IG?
Two different explanation algorithm types, best in different situations.
Two different explanation algorithm types, best in different situations.
Causality in model explanations and in the real world
You can’t always change a human’s input to see the output.
You can’t always change a human’s input to see the output.