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Money

Refunds, bills, deals and money you were owed · 465 ideas
MoneyWent wrong

Describe someone else's financial document to me

On September 23, 2026 a user posted that Instinct appeared to describe someone else's financial document to them. Founder Noah Shinn responded the same day that the model had fabricated a proper noun — a hallucination, not a data breach — and that the team built a hallucination detection layer within 48 hours.

This one went wrong. See what happened before you try it.

Win back $950 of a deposit with a statute-citing letter

A renter fed the AI his lease, the deduction statement and move-out photos after a landlord withheld a $1,200 cleaning fee from a $2,500 deposit. The AI checked California law and wrote a dispute letter citing the statute, and he recovered $950.

$950

Audit my $800k portfolio and catch my advisor cloning my Roth into a taxable account

A 37-year-old who suspected his big-firm advisor treated his roughly $800,000 portfolio as an afterthought uploaded his statements, gain/loss and trade history to the AI. The audit found two years of S&P underperformance - and the real problem: when he asked the firm to extend a successful Roth IRA strategy to his taxable individual account, they copied the exact same asset ratios across, so dividend-heavy holdings now throw off ordinary-income tax every year, a non-issue inside the Roth. Confronted, the advisor called it a known model limitation. He is firing the firm.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.