Articles
AI hallucinations: what has improved, and what has not
AI makes fewer errors when you give it the facts. From memory, it still invents comps and citations. What changed since 2023 and where it goes next.
Dear Director Pulte: the letters behind appraisal modernization
An executive order told agencies to rethink appraisal rules. We read the letters and 101 CFPB comment filings to show who asked for what, in their words.
Kentucky HB 355: a one-year clock on appraiser liability
A new appraiser group wrote a bill, won 133 to 0, then survived a veto. See what HB 355 changes for lawsuits, complaints, investigators and fees.
UAD 3.6: The mandate holds, the transition stretches
The November mandate survives, approved sellers get more time, and March changes the legacy route. Follow the timeline and hear six industry responses.
UAD 3.6 and the energy story hiding in a house
A field guide to Section 6, HERS and other ratings, solar ownership, and the building systems shaping the next generation of homes.
AQB's third draft: Proposed changes to appraiser qualifications
The September 24 proposal revises appraiser education, experience, and assessment requirements. Compare the three drafts and read selected public comments.
UAD 3.6: How appraisal data informs mortgage risk
Follow appraisal information into mortgage decisions, through the reporting changes, practitioner reactions, AI workflows, and the lender exception timeline.
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