Arize AI Helps Us Understand How AI Works The lack of explainability and observability prevents AI and ML from being trusted tools in critical areas of human activity. Fortunately, Jason Lopatecki and Aparna Dhinakaran created Arize AI to helps us understand how and why AIs think.