Integrity Certificate

Issued by Folio · verified record of authorship

This certifies

Authorship and AI Use Disclosure Certificate

by Tarek Gara

Authored in Folio — started August 17, 2026. Its writing process is recorded below.

1,110
Words
2
Citations
14
Revisions
1
AI actions

Folio logged 1 AI-assist action during authoring. Folio’s AI is limited to grounded, cited suggestions and verification — it does not write the manuscript.

Integrity Suite×1

Writing provenance

History changed since issue. The recorded edit history no longer matches this certificate’s fingerprint.

Incremental · process score 55/100The document was built up across multiple saved revisions.

Fingerprint119be2269368b99426c0085e

Sources & citations

1 of 2 citations verified in CrossRef by DOI. None retracted.

k-anonymity: A model for protecting privacy (2002)
Do Artifacts Have Politics? (1980)

Revision timeline

August 17, 20261w
August 17, 20261w
August 18, 202631w
August 18, 202631w
August 19, 20261,026w
August 21, 20261,121w

Word count at each saved revision, disclosed by the author.

Issued August 19, 2026 · Certificate WERHWW8246 Verified by Folio

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