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| Michael Barr of the Federal Reserve stated artificial intelligence AI could perpetuate or even amplify racial bias in mortgages, mary cummins, real estate appraiser, real estate appraisal, los angeles, california, michael barr, racial bias,federal reserve, fed, loan origination, race, black, white, bias |
Artificial Intelligence (AI) is now being accused of racial bias. They're basically stating math, statistics, numbers themselves are racially biased. Again, the correlation between race and home value is caused by the income gap. If you have less money, you buy a less expensive home. Same with credit scores. The less money you have, the lower your credit score. POC make less money than whites. I'm just glad they're not still falsely accusing appraisers of AI's bias like they did previously with Andre Perry's fraudulent paper. No appraiser was involved in his data only robot Automated Valuation Methods (AVMs) which were basically accurate.
https://www.americanbanker.com/news/feds-barr-ai-could-perpetuate-or-even-amplify-bias-in-mortgages
"Fed's Barr: AI could 'perpetuate or even amplify' bias in mortgages
By Kyle Campbell
Michael Barr, vice chair for supervision at the Federal Reserve, said in a speech Tuesday that artificial intelligence in mortgage underwriting could exacerbate racial bias if left unchecked.Bloomberg News
The Federal Reserve's top regulator is wary of the use of artificial intelligence in mortgage underwriting.
Speaking at the National Fair Housing Alliance's national conference Tuesday morning, Fed Vice Chair for Supervision Michael Barr said advancements in mortgage origination technology could lead to discriminatory lending practices."
Just did some Googling on racial bias in loan origination. 98-99% of the difference in loan origination between blacks, whites explained by credit scores and leverage. Did they consider LTV on the home or all debts? There's more to credit than credit score and LTV ratios. They include savings, how long at current job, debts, monthly financial responsibilities, single vs married, children... AEI research considered those factors.
"How much does racial bias affect mortgage lending? We assess racial discrimination in mortgage approvals using new data on mortgage applications. Minority applicants tend to have significantly lower credit scores, higher leverage, and are less likely than white applicants to receive algorithmic approval from race-blind government automated underwriting systems (AUS). Observable applicant- risk factors explain most of the racial disparities in lender denials. Further, we exploit the AUS data to show there are risk factors we do not directly observe, and our analysis indicates that these factors explain at least some of the residual 1-2 percentage point denial gaps. Overall, we find that differential treatment has played a limited role in generating denial disparities in recent years."
https://www.federalreserve.gov/econres/feds/how-much-does-racial-bias-affect-mortgage-lending.htm
I'm thinking this is just showboating for political reasons. The banks, credit unions don't want to give up credit scores. They correlate highly with ability to repay loans.
Mary Cummins of Cummins Real Estate is a certified residential licensed appraiser in Los Angeles, California. Mary Cummins is licensed by the California Bureau of Real Estate appraisers and has over 35 years of experience.
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