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Tech & Innovation·September 24, 2026·1 min read

The government canceled her student loans due to a scam — but $72,000 is still on her credit report

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The gap between legal reality and what credit infrastructure reports is now a systemic risk—$4.6B across 300,000 borrowers is not a rounding error. Any product that leans on bureau data or automated underwriting needs explicit paths to override bad records and surface disputes, not just score them.