Fair Bytes
AI Ethics & Fairness in 7 Minutes
A quick introduction to AI ethics & fairness. How could AI algorithms be unfair and unethical?
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Sylvia E
- Jul 12, 2021
- 9 min
Ethically Automating Legal Practice
Can AI automate legal practice?
Tanishq Sandhu
- Mar 30, 2021
- 4 min
StereoSet: Combatting Inherently Biased Linguistic Models
Exploring a dataset that measures bias in AI language models
Arjun Subramanian
- Jan 8, 2021
- 11 min
The Future of Commercial Deep Learning
How do we balance its benefits and integrity going forward?
Pradyumna Shome
- Sep 20, 2020
- 5 min
Adversarial Machine Learning: An Overview
Explaining the latest and greatest ways people have been fooling your neighborhood neural networks
Catherine Yeo
- Aug 13, 2020
- 5 min
Explaining Machine Learning Predictions & Building Trust with LIME
A technique to explain how black-box machine learning classifiers make predictions
Catherine Yeo
- Jul 2, 2020
- 3 min
We Need to Change How Image Datasets are Curated
Why many gold-standard computer vision datasets, such as ImageNet, are flawed ImageNet Even though it was created in 2009, ImageNet is...
Catherine Yeo
- Jun 25, 2020
- 3 min
Reading List for Fairness in AI Topics
Papers, books, and resources to learn about fairness in vision, NLP, and more
Catherine Yeo
- May 27, 2020
- 5 min
Best K-12 Resources to Teach AI Ethics
Curricula, projects, and even fiction books to empower students to learn about AI ethics
Catherine Yeo
- May 20, 2020
- 2 min
What is Transparency in AI?
What does it mean for a machine learning algorithm to be “transparent”?
Catherine Yeo
- May 13, 2020
- 3 min
NLP Bias Against People with Disabilities
An overview of how biases against mentions of disabilities are embedded in natural language processing tasks and models