Bias in Automated Valuation Models
The CFPB is reviewing bias in Automated Valuation Models (AVMs). The proposed rules are a joint effort by the Consumer Financial Protection Bureau, the Office of the Controller of the Currency, the Federal Deposit Insurance Corporation, the National Credit Union Administration and the Federal Housing Finance Agency. These agencies are concerned AVMs may reflect bias in design and function. The mathematical models rely on biased data resulting in inaccurate valuations. Basically the agencies are stating historical data going back to redlining is built into these models and do not reflect current market data. Remember markets are not static and are...