AI Could Turn ATF’s 4473 Stockpile Into the Gun Registry Congress Banned

Summary

A new paper by Del Schlangen warns that artificial intelligence could transform the ATF's stockpile of over 920 million digitized Form 4473 records into a de facto national gun registry, circumventing the 1986 federal ban. The paper, "Congress Banned a Gun Registry; AI Inference May Render the Prohibition Obsolete," argues that AI can extract and connect personal and firearm data from scanned images, creating "registry-equivalent knowledge" despite the ATF's claims that records are not searchable by name.