AI Ethics
New Dataset Labeling Breakthrough Strips Social Constructs in Image Recognition
New Dataset Labeling Breakthrough Strips Social Constructs in Image Recognition
AI Ethics
Exposing Limitations in Fairness Evaluations: Human Pose Estimation
As AI technology becomes increasingly ubiquitous, we reveal new ways in which AI model biases may harm individuals. In 2018, for example, researchers...
AI Ethics
Being 'Seen' vs. 'Mis-Seen': Tensions Between Privacy and Fairness in Computer Vision
Privacy is a fundamental human right that ensures individuals can keep their personal information and activities private. In the context of computer...
AI Ethics
Celebrating Black Voices in AI: Sony AI Team Member Jerone Andrews Discusses Mitigating Biases in Visual Datasets at UCL AI Centre Black History Month Event
This past October, in recognition of Black History Month, I was delighted to be invited to participate in a Black History Month panel, Celebrating...
AI Ethics
Launching our AI Ethics Research Flagship
I recently joined Sony AI from the Partnership on AI, where I served on the Leadership Team and led a team of researchers focused on fairness,...