by Fiddler AI | Sep 12, 2022 | Uncategorized
In the past three years, Zillow invested hundreds of millions of dollars into Zillow Offers, its AI-enabled home-flipping program. The company intended to use ML models to buy up thousands of houses per month, whereupon the homes would be renovated and sold for a...
by Fiddler AI | Jul 29, 2022 | Uncategorized
This blog series focuses on unfairness that can be obscured when looking at data or the behavior of an AI model according to a single attribute at a time, such as race or gender. We first describe a real-world example of bias in AI and then discuss fairness,...
by Fiddler AI | Jul 15, 2022 | Uncategorized
Inaccurate models can be costly for businesses. Whether a model is responsible for predicting fraud, approving loans, or targeting ads, small changes in model accuracy can result in big impacts to your bottom line. Over time, even highly accurate models are prone to...
by Fiddler AI | Jun 6, 2022 | Uncategorized
It’s no secret that artificial intelligence (AI) and machine learning (ML) are used by modern companies for countless use cases where data-driven insights may benefit users. What often does remain a secret is how ML algorithms arrive at their recommendations. If asked...
by Fiddler AI | May 27, 2022 | Uncategorized
If you’re using machine learning to scale your business, do you also have a plan for Model Governance to protect against ethical, legal, and regulatory risks? When not addressed, these issues can lead to financial loss, lack of trust, negative publicity,...
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