AI chatbots confidently tell veterans they have loan limits when post-2020 fully entitled veterans have none; quote a stale $832,750 county loan limit baseline for 2026; give wrong funding fee tiers and exemption rules for disabled veterans; and confidently quote interest rates that change daily.
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Expert: Terry Roberts, USMC Veteran and Loan Officer (NMLS# 397987) A July 2026 survey found 77% of veterans trust AI mortgage information compared to 59% of civilians. But AI models trained on older material confidently cite wrong VA loan details. They quote non-existent loan limits (post-2020 fully entitled veterans have no limit), use stale county limits ($832,750 baseline for 2026), provide wrong funding fee tiers and exemption rules (disabled veterans are exempt), and confidently quote interest rates they cannot know. Loan officer Terry Roberts warns: "Higher trust plus a benefit as detailed as a VA loan is a risky combination." The Journal of Financial Planning study found all seven major AI programs show significant variation on financial questions, reinforcing that consumers get different advice depending on which AI they ask. Source: https://showmerates.com/ai-tools-homebuyers-2026/
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