Disclosure

PQC Exposure uses automation and AI language models to assist with source research, drafting, and editing. Every article passes through automated source retrieval and claim-level fact-checking before publication, with a freshness recheck immediately before it goes live.

Articles are attributed to the PQC Exposure Research Desk rather than to an individual named author, because no single human author writes or claims credit for these pieces. PQC Exposure does not claim that a human reviewed any specific article unless that is actually true.

See methodology for details on source selection and verification.