Three traps when an AI assistant reads insider trades from Form 4s
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Equibles is an MCP server that gives ChatGPT and Claude SEC filings and market data. On November 3, 2026, I ran an "are insiders buying?" workflow through it on GameStop, where the CEO bought 4,144,810 shares for $97.2 million between September 10 and October 13. The answer is only useful if three things are handled before the model ever sees the rows. 1. Not every "acquisition" is a purchase A Form 4 row carries a transaction code. P is an open-market purchase; A is an award, M an option exercise, F shares withheld for tax, G a gift. All of them can raise the insider's share count. If the too
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