Three barriers, not one careful model.
Unverified material is discarded before a model reads it, and unsupported claims are deleted after it writes.
- T1Ministry of CommerceNotification on tariff schedule revision
- T1Reserve Bank of IndiaSectoral deployment of bank credit
- T4industry-insights-blog.net10 trends that will reshape the sector
- T3Established financial dailySector volumes fell 4% last quarter
- T4r/business threadAnyone else seeing margins collapse?
- ?marketreports-download.coMarket size 2026 — instant PDF
- T2Peer-reviewed journalInput cost elasticity in the sector
The gate runs inside the search tool, so dropped results never enter a model’s context. Your organisation can narrow it further; nothing can widen it.
1 · The gate, at the tool boundary
Unknown publishers, blogs, forums and social are dropped inside the search tool — before any model context.
2 · Grounding rules agents cannot override
Cite a retrieved URL, never training memory, write NO VERIFIED DATA rather than guess.
3 · The audit, after writing
A zero-temperature pass deletes unsupported claims. The draft is never shown; only the audited report ships.
Counted, not estimated
The source count is unique verified URLs actually harvested. Confidence comes from the audit verdict.
- Fail-closed classification
- Tier 4 excluded from evidence
- Non-negotiable grounding rules
- Zero-temperature audit
- Confidence capped on audit failure
- Social signal quarantined
This makes fabrication structurally hard, not impossible. It guarantees an unverified source cannot enter the evidence set.