VettEDApplication Library Working prototype · V1
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Monitoring · Drift Sentinel

10 approved vendors watched · last scan 2026-09-15. Re-fetches each approved vendor’s live policy, re-runs Round 1, and flags any that degraded since approval.
Agent · weekly at 03:00 UTC
⚠ Lumina LearnSIMULATED SCENARIO · fictional vendorApproved→Do Not Approvescore 91.1% → 86.7% · detected 2026-09-15
Gate flipped Q16 · AI & Model-Training
positive → negative
“Updated terms: we may use student work and uploaded content to train and improve our machine learning and AI features.”
This alert uses a fictional vendor so no real company is misrepresented — but the pattern is real: in August 2023, Zoom’s terms briefly granted AI-training rights over customer content; public backlash forced a reversal within days. Drift Sentinel exists to catch exactly that, before it reaches students.
Re-vet recommended. The catalog is not changed automatically — a reviewer confirms and re-runs the vet. View current report ↗
Drift Sentinel re-fetches each approved vendor’s live policy, re-runs the Round-1 extractor, and scores with the same deterministic engine. It writes alerts only — it never patches a verdict. Re-vets are human-triggered. The cadence is a setting (daily / weekly / monthly).