SeraYun Research · Independent development
Source-aware memory and revision checks
TR-001 · Public engineering note · 14 October 2026
Question
Can a retrieved memory be traced to its source and distinguished from an obsolete revision? SeraLab investigates this locally with explicit source identity and revision handling.
Reproducible evaluation procedure
- Create synthetic documents with known source identifiers and one deliberately repeated document.
- Import, interrupt and resume the process; count persisted entries and duplicates.
- Revise one document, then mark a previous item withdrawn. Query both old and new wording.
- Inspect returned source/version links and verify that withdrawn content is not silently presented as current.
- Record retrieval hits, wrong-version hits, duplicate counts, recovery behavior and elapsed time separately.
Environment and evidence limits
Implementation checks used a local Windows environment, synthetic records and local hybrid retrieval. This note publishes the procedure, not the private records, model files or raw logs. No independently reproduced benchmark, hardware-normalized throughput, recall score or latency claim is available. A real personal archive has not been treated as validated merely because synthetic checks pass.
Next evidence
A small shareable synthetic corpus with labeled source/version expectations, pinned environment details and repeated measurements is needed before comparative quality claims. Sensitive data should remain outside the public website and source repository.
Back to Research