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Explained: How to tell if artificial intelligence is working way we want it to

Explained: How to tell if artificial intelligence is working way we want it to
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Yilun Zhou , Marzyeh Ghassemi , Artificial Intelligence Laboratory , Healthy Ml Group , Interactive Robotics Group Of The Computer Science , Interactive Robotics Group , Computer Science ,

Explained: How to tell if artificial intelligence is working the way we want it to

Deep-learning models have become very powerful, but that has come at the expense of transparency. As these models are used more widely, a new area of research has risen that focuses on creating and testing explanation methods that may shed some light on the inner-workings of these black-box models. ....

Yilun Zhou , Marzyeh Ghassemi , Artificial Intelligence Laboratory , Healthy Ml Group , Interactive Robotics Group Of The Computer Science , Interactive Robotics Group , Computer Science , Marzyeh Ghassemi , Explainable Ai , Deep Learning , Black Box Models , Eature Attribution Methods , Explainable Artificial Intelligence ,

Learning to think critically about machine learning

Graduate students are helping to infuse ethical computing content into MIT’s largest machine learning course, as part of the Social and Ethical Responsibilities of Computing initiative. ....

Leslie Kaelbling , Jacob Andreas , Marion Boulicault , Rodrigo Ochigame , Julie Shah , Dheekshita Kumar , David Kaiser , Artificial Intelligence Laboratory , X Consortium Assistant Professor , School Of Humanities , Leiden University , Department Of Linguistics , Interactive Robotics Group Of The Computer Science , Department Of Electrical Engineering , Schwarzman College Of Computing , School Of Architecture , Sloan School Of Management , Action Group , Program In History , Machine Learning , Ethical Responsibilities , Panasonic Professor , Computer Science , Electrical Engineering , Interactive Robotics Group , Germeshausen Professor ,

How To Help Humans Understand Robots

Researchers are applying different learning theories to help humans understand robots. ....

Sarah Chung , Julie Shah , Elena Glassman , Sanjana Sharma , Artificial Intelligence Laboratory , Harvard University , Interactive Robotics Group , Interactive Robotics Group Of The Computer Science , National Science Foundation , Harvard Johna Paulson School Of Engineering , Serena Booth , Computer Science , Applied Sciences , National Science ,

How To Help Humans Understand Robots

Researchers are applying different learning theories to help humans understand robots. ....

Sarah Chung , Julie Shah , Elena Glassman , Sanjana Sharma , Artificial Intelligence Laboratory , Harvard University , Interactive Robotics Group , Interactive Robotics Group Of The Computer Science , National Science Foundation , Harvard Johna Paulson School Of Engineering , Serena Booth , Computer Science , Applied Sciences , National Science ,