Pinaki Laskar on LinkedIn: #AI #neuralnetworks #selfdrivingcars

AI Researcher, Cognitive Technologist Inventor - AI Thinking, Think Chain Innovator - AIOT, XAI, Autonomous Cars, IIOT Founder Fisheyebox Spatial Computing Savant, Transformative Leader, Industry X.0 Practitioner Why we should shift our focus to "Understandable AI" from Explainable AI? There are two simple but fundamental reasons, - To deeply understand the world for machine intelligence and learning and human intelligence replacing statistical independence with causal world model. First, It takes a human about 20–30 hours to learn how to drive a car, while it takes tens of thousands of hours to train #neuralnetworks to achieve this same capability. Even after all of these years of training and despite of using the latest and greatest in processing and sensor technology, #selfdrivingcars are still not deemed road-safe. We can train our learning model to recognize many of these situations, but there is an infinite number of them and even after millions of miles driven, the machine learning model will not have experienced anywhere near all of them.