Remove bias-in-automated-valuation-models
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Federal agencies seek input on proposed AVM credibility, integrity rule

Housing Wire

Six federal agencies have requested comment from the public on a newly-proposed rule that is designed to “ensure the credibility and integrity of models used in real estate valuations.” “While machines crunching numbers might seem capable of taking human bias out of the equation, they can’t,” Chopra said.

Valuation 397
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Trade groups warn of “unintended consequences” from proposed AVM rules

Housing Wire

The Mortgage Bankers Association (MBA) and the Consumer Bankers Association (CBA) sent a letter to regulators on Monday warning of the “unintended consequences” of new quality control standards for automated valuation models (AVMs). the trade groups state.

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MBA’s Broeksmit highlights industry challenges

Housing Wire

Department of Justice (DOJ) are aiming to make lenders liable for actions of third-party appraisers when those actions result in bias or discrimination during the valuation process, which MBA is also against. AVMs hold great promise as an opportunity to alleviate appraiser shortages, minimize bias and reduce transaction costs.

Valuation 410
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Clear Capital’s AURA to automate appraisal review

Housing Wire

Real estate valuation technology company Clear Capital unveiled an automated underwriting risk analyzer solution called AURA on Tuesday. This includes delivering a detailed summary report and automated underwriting capabilities.

Appraisal 370
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CFPB wants lenders to disclose reason for denial of credit

Housing Wire

The CFPB, a government watchdog agency, said lenders aren’t absolved from adverse action notice requirements under the Equal Credit Opportunity Act if they use complex algorithms, which Rohit Chopra, the director of the CFPB, has dubbed “black-box models.”. The requirement also applies to mortgage lenders, legal experts say.

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Appraisers raise alarm on AMC revenue-sharing models

Housing Wire

In spite of the growing popularity of automated valuation models (AVMs), nearly all appraisers conducted their work in person, while 81% did so through desktop/drive-by appraisals, according to the survey. By contrast, among non-appraisers, 1% said bias and discrimination was a challenge.

Appraisal 370
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CFPB’s Chopra has answers on appraisals, mortgage servicers, credit scoring

Housing Wire

Chopra has in the past raised concerns about algorithmic bias in credit decisions, calling the proprietary models “black-box” algorithms. “So The FHFA is reaching the end of a multi-year process to determine whether Fannie Mae and Freddie Mac can use credit scoring models that factor in alternative data.

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