Alubiama Source Trust Verifier
Goal
Reduce bad decisions from stale, low-quality, or biased sources.
Verification Workflow
- Identify claim type: factual, pricing, legal, technical, recommendation.
- Prefer primary source over repost or commentary.
- Check date freshness and update cadence.
- Cross-check with at least one independent source for unstable claims.
- Mark confidence and unresolved unknowns.
Source Priority
- Official vendor docs and repositories.
- Standards bodies and primary publications.
- Reputable secondary summaries.
- Social posts only as discovery signals, not final evidence.
Output Contract
Always output:
validated_sourcesfreshness_statusconfidence_levelunknowns_to_verify
Guardrails
- Do not present unverified claims as facts.
- Explicitly label inferences and uncertainty.