Closed trust boundary
Restrict retrieval to an approved source and a defined version instead of open search.
Trusted retrieval instead of generation
The Quran and AI Systems
A proposed research topic for safeguards and tools that connect system responses to an approved Quran source and avoid generating the text from model memory.
Status: proposed topic for research and partnershipCore principle
Retrieve the text; do not generate it
When a verse must be displayed, the system should retrieve it from a versioned source, verify its integrity before display, and show its reference clearly.
Verify before display
Compare the text, fingerprint, and location before sending it to the user.
Visible citation
Show the surah, verse, recitation, and version in a traceable form.
Safe refusal
Do not display unverified text, and abstain when the source cannot be reached.
Standardized tests
Test cases should measure quotation, matching, boundaries, and incorrect responses.
Correction log
A mechanism for reporting, analysis, and preventing recurrence in later releases.