Insights

The landscape CIPHER is built against.

Public reporting — not operational casework. We track how untraceable manufacture and split-set smuggling show up in open sources, because that is the gap a single-object detector will keep missing.

Pennsylvania trafficking case

Authorities announced the arrest of a Philadelphia-area suspect in a ghost-gun trafficking operation, including pistols modified with illegal automatic conversions and materials associated with home manufacture. The public fact pattern is about kits and conversion — not a single intact object sitting in a scanner.

Pennsylvania Attorney General release

Florida-to-New York pipeline

New York officials announced an indictment tied to illegal shipment of kits and parts into the city and surrounding counties, following a prior civil judgment against the same enterprise. Distributed supply is a detection problem as much as a legal one.

New York Attorney General release

Mobile manufacture, Washington State

Bremerton police reporting described a vehicle stop that uncovered a mobile manufacturing setup, unfinished frames, and completed firearms. The operational lesson for screening is simple: the unfinished object is still the object.

KIRO 7 report

Queens cache

Queens prosecutors charged a suspect after recovering a cache in which most firearms were described as untraceable and manufactured at home. Volume plus untraceability is why set-level detection belongs in the conversation.

Queens DA release

OSAT is not a party to these cases. Links are provided as open-source context for why fragmented and distributed detection matters. CIPHER scenarios on this site remain hypothetical.