Tagged: definition

How Synthetic Appraisals Fuel a Fraud-Filled Housing Bubble 24

How Deep Fakes Have Burrowed Into Home Finance

Fannie and Freddie have been toiling at the coalface of “synthetic appraisals” – “black box valuations.”  In the 1960s, technocrats at the Pentagon used the latest IBM mainframe computers to analyze complex data related to the Vietnam War. Planners fed punch cards into the machines and ran endless simulations, hoping to determine strategies for winning the war. In 1967, analysts finally asked the computer, “When will we win in Vietnam?” The machine’s answer: “You won in 1965.” It exposed the hubris and naiveté of those who believed computer-generated models could capture and quantify millions of complex human interactions on the...

New UAD Overhaul: What Appraisers Can Expect in 2025 & Beyond 63

New UAD Overhaul: What Appraisers Can Expect in 2025 & Beyond

Folks, I recently attended a Train the Trainer 1.5 day class about the new UAD/URAR, jointly facilitated by Fannie Mae, Freddie Mac and Aloft. About 20 other instructors from across the US were also present. This class is required before this new UAD material can be taught to other appraisers, under contract with the GSEs. My info below is a limited high-level summary for the new UAD and URAR of what was presented, and what the appraiser community can expect to see, from now into 2026. It is not meant to be comprehensive; I may send out other info as...

County Assessors' Standards - AVM Final Rule Guidance 16

County Assessors’ Standards | AVM Final Rule Guidance

County Assessors have the advantage of being able to calibrate their models specifically for one market, allowing for a more tailored and precise approach.  The OCC, FDIC, NCUA, CFPB, and FHFA (collectively, the Agencies) are adopting a final rule to implement AVM quality control standards mandated by the Dodd-Frank Wall Street Reform and Consumer Protection Act (Dodd-Frank Act). The quality control standards apply to mortgage originators and secondary market investors in determining the value of a dwelling that is the collateral for mortgage financing. Under the final rule, institutions involved in specific credit decisions or securitization activities are required to...

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Accurate Appraisal Underreporting

The HousingWire article highlighting that only 40% of homes sold include an “accurate” appraisal, as defined by the Corporate Settlement Solutions (CSS) report, is deeply problematic and indicative of a concerning lack of understanding around the appraisal process. The report cited from CSS, analyzed appraisal data across 10 states in the East Coast and Midwest, finding that only around 40% of home sales included an appraisal that was within $2,500 of the final sale price. This is being presented as evidence that the vast majority of home appraisals are inaccurate. Appraising a home’s value is an inherently complex endeavor, with...

Uncovering Flaws in FHA Appraisal & Loan Review Process 28

Uncovering Flaws in FHA Appraisal & Loan Review Process

The story of this single mother’s harrowing experience with a defective home purchase and HUD’s negligent oversight exposes deep flaws in the FHA appraisal and loan review process. After sacrificing for years to rebuild her credit and earn the right to become a homeowner, this borrower found her dream home in the country – or so she thought. During the home inspection, several issues were flagged. The seller, an investor who had purchased the home in an estate sale, was unaware of the septic system’s location. The seller agreed to have the tanks pumped so the location could be determined....

Fannie & Freddie's AI Appraisal Photo Recognition 46

Fannie & Freddie’s AI Appraisal Photo Recognition

A colleague recently shared an important heads up regarding Fannie Mae and Freddie Mac’s plans to implement photo recognition AI to analyze appraisal photos. This technology can scan a single photo and extract over 100 data points related to quality, condition, and repairs. For example, it can identify flooring types, appliance models, and even assess light levels in a room. Later this year, the GSEs plan to run all appraisal reports through this AI and cross-check the appraiser’s stated quality and condition ratings. If the AI’s analysis differs significantly from the appraiser’s, it will automatically generate a complaint letter to...

Should Property Data Collectors Be Licensed 63

Should Property Data Collectors Be Licensed?

Should “property data collectors” who inspect properties and provide information to real estate appraisers be licensed by state appraiser boards? In Mississippi, a bill has been introduced this week to require exactly that. The legislator behind the bill happens to be an appraiser. HB1663 would establish a license category for property data collectors under the jurisdiction of the Mississippi Real Estate Appraisal Board. A property data collector would be defined as an individual or company, who is not a licensed appraiser and “who collects, either physically, virtually, or digitally, any information on real property, and produces such information to a...

Fannie Mae Filed a Complaint Against Me 39

Fannie Mae Filed a Complaint Against Me

An appraiser shared the following with us which was posted on one of the appraisers’ groups. Fannie Mae filed a complaint against me with my state appraisal board. Here’s what happened. The Report In June of 2021, I completed an appraisal for a conventional purchase. The appraisal was ordered by an AMC on behalf of a lender. At that time, the real estate market was still being wildly affected by the COVID pandemic. Remote work was in full swing, and consumers were desperately seeking to get out of the cities. Prices for all types of residential properties were rising rapidly,...

Finding of Bias in Home Valuations Fails by Own Measure 39

Finding of Bias in Home Valuations Fails by Own Measure

To the surprise of no one, their redacted study found that what Perry et al. had characterized as race-based differences in home valuations were almost entirely due to socio-economic status, not racial bias by real estate appraisers. In an updated refutation of the findings of Brookings Institution researcher Andre Perry, Edward Pinto and Tobias Peter of the AEI Housing Center demonstrated just how broken the Brookings research was. Perry’s 2018 research, titled “The Devaluation of Assets in Black Neighborhoods,” pinned the nation’s racial wealth gap on 80,000 state-licensed real property appraisers. Unfortunately, these now-discredited findings have been levered by housing-industry...

Those Pesky Words... Words Considered Biased 24

‘Pesky’ Words. Keeping Appraisers out of Language Purgatory

Appraisers, on July 17, 2023, a document from Freddie Mac was circulated to numerous appraisers around the US which identified certain words and other info that can be considered to be ‘BIASED’ in appraisal reports. Here is the Link to the Bulletin. We need to step back for a moment and carefully analyze and consider why that was done, and what it means to appraisers. In many ways, appraisers forget the purpose of the appraisal assignment – which is to value real estate. In other words, the physical structures tied to the land. But too often, elements of personal or...

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