Module F: Retrieval ledger
Log text here, then check a reworded version of it later. Matching on meaning rather than exact words survives paraphrasing that breaks the statistical detectors.
How it works and its limits
This only recognizes text that was logged here first. It is not a general AI-content detector and cannot identify arbitrary text it never saw.
Entries are compared by embedding similarity, brute-force over the whole log, which is the right tradeoff at this scale. Read the limitations.
Log
Record text as if this suite had generated it.
Check
Paste a paraphrase of something logged to find it.