• MLS critics call it anti-competitive. These brokers say it helps them compete,Brooklee Han

    MLS critics call it anti-competitive. These brokers say it helps them compete

    CMLS 2023 papers frame MLS as an information sharing system with network effects that lower search costs.

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  • AI-forward vs AI-native: The label matters less than what the AI actually knows,Vikas Rao

    AI-forward vs AI-native: The label matters less than what the AI actually knows

    In regulated, high-variance lending, model maturity depends on exposure to edge cases and day-to-day production files

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  • Unified analytics: The new lending brand advantage,Kenon Chen

    Unified analytics: The new lending brand advantage

    More than 2 in 3 online applications are abandoned, and valuation inconsistencies can erode trust across channels

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