The hype surrounding machine learning, a form of artificial intelligence, can make it seem like it is only a matter of time before such techniques are used to solve all scientific problems. While impressive claims are often made, those claims do not always hold up under scrutiny. Machine learning may be useful for solving some problems but falls short for others.The hype surrounding machine learning, a form of artificial intelligence, can make it seem like it is only a matter of time before such techniques are used to solve all scientific problems. While impressive claims are often made, those claims do not always hold up under scrutiny. Machine learning may be useful for solving some problems but falls short for others.Machine learning & AI[#item_full_content]

Humans can grab a book from a shelf with little obvious thought. But it’s a complex process for the brain that involves planning and navigating around obstacles, like other books or knickknacks. Robotics researchers have struggled to replicate this kind of human movement when their systems perform similar tasks. Known as motion planning, the process of training a robot to get an object from one point to another without hitting any obstacles takes time and resources because the robot can’t react dynamically like humans in unknown environments.Humans can grab a book from a shelf with little obvious thought. But it’s a complex process for the brain that involves planning and navigating around obstacles, like other books or knickknacks. Robotics researchers have struggled to replicate this kind of human movement when their systems perform similar tasks. Known as motion planning, the process of training a robot to get an object from one point to another without hitting any obstacles takes time and resources because the robot can’t react dynamically like humans in unknown environments.Robotics[#item_full_content]

Have you ever stood in front of apples on display at the grocery store trying to pick out the best ones and wondered, “Is there an app for this?”Have you ever stood in front of apples on display at the grocery store trying to pick out the best ones and wondered, “Is there an app for this?”Consumer & Gadgets[#item_full_content]