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The AI LendScape Blog
Exploring how AI is reshaping consumer lending - and what regulators, compliance teams, and counsel need to know.
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Regulation B(eware): Is Algorithmic Debiasing Now Intentional Proxy Discrimination?
The headline of the CFPB's new Regulation B is that ECOA no longer bars disparate impact. But for non-mortgage lenders, a quieter clause matters more: its intent-based proxy test is direction-agnostic, reaching variables used to advantage or disadvantage a protected class alike. That language captures exactly how modern algorithmically-debiased "less discriminatory alternative" credit models work—recasting a former compliance tool as potential disparate treatment.
Richard Pace, PhD
8 hours ago14 min read


Disparate Impact is Dead. Long Live Disparate Impact.
The 2025 EO didn't kill disparate impact — SCOTUS settled that in Inclusive Communities. But agency enforcement overreach may have invited the blow.
Richard Pace, PhD
Jul 11, 202543 min read


Technological Exceptions: The CFPB's Embrace of Race-Based Credit Scoring Models
A recent CFPB publication directs lenders to use race-based debiasing methods for their credit models. Why is this a serious problem?
Richard Pace, PhD
Feb 12, 202518 min read


Fool's Gold 4: The Instability of Less Discriminatory Credit Models
This article examines the further risks and challenges of using less discriminatory alternative (LDA) credit models amid CFPB scrutiny.
Richard Pace, PhD
Sep 4, 202442 min read
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