When algorithms make decisions with real-world consequences, they need to be fair.
A machine learning expert predicts a new balance between human and machine intelligence is on the horizon. For that to be good news, researchers need to figure out how to design algorithms that are fair.
Bike-sharing schemes work when users leave the bikes in safe places that don’t inconvenience others, so why doesn’t everyone do that?
Mental short-cuts guide our everyday decision-making. Unfortunately, five biases can lead us to deny responsibility for our poor decisions and are creating problems for share-bike schemes.
Many of the debt recovery letters issued by Centrelink were the result of an intrinsically error prone system.
AAP Image/Julian Smith
The Centrelink debt recovery system reminds us that many data systems are prone to error, and that's built in to how they work.