Free Resource

Why AI-Based Financial Modeling Is Different

A foundations guide for real estate underwriters using AI tools. Covers hallucinated specificity, the two categories of AI tool, what Excel features break in the round-trip, and how to disclose AI-drafted numbers to your IC. PDF, 13 pages.

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