Graph related to LIME and SHAP methods
healthcare

Bias Goes Undercover

As black-box algorithms like neural networks find their way into high-stakes fields such as transportation, healthcare, and finance, researchers have developed techniques to help explain models’ decisions. New findings show that some of these methods can be fooled.
2 min read
Illustration of health related icons connected to a cloud
healthcare

When Private Data is Not Private

Google spent the past year training an AI-powered health care program using personal information from one of the largest hospital systems in the U.S. Patients had no idea — until last week.
2 min read
Illustration of vending machine with candy and the text "Say "trick or treat""
healthcare

Machines Take Everyone’s Job

From blue collar laborers to lab coated professionals, is any job safe from AI? AI will exceed human performance at a wide range of activities. Huge populations will become jobless.
2 min read
Process of labeling doctors' notes
healthcare

Cracking Open Doctors’ Notes

Weak supervision is the practice of assigning likely labels to unlabeled data using a variety of simple labeling functions. Then supervised methods can be used on top of the now-labeled data.
2 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox