Data Governance Center

Regulations on operational boundaries, data provenance, and content moderation status on the AI system to ensure academic integrity and protect copyright.

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Verified Sources

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Approved Artifacts

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Claims & Expertise

Strict Data Exclusion Policy

  • No Hallucinations: AI Copilot is NOT ALLOWED to retrieve data from open internet sources or hallucinate outside the provided and audited academic dataset.
  • No Current Facts Assumption: Any claim regarding current titles, affiliations, or real-time events is blocked unless marked as 'Up-to-date'.
  • Zero-Tolerance Zones: Strict prohibition of AI providing medical, financial, or political advice.
  • IP Protection: Only summaries extraction under 'Citations Use' is allowed. Raw content commercial harvesting is system-level disabled.

Verification States

Every source and claim has a strict verification tag.

verified primary
verified public
Needs Current Check

Content Rights

Usage constraints based on rights status.

Owned: Fully permissive for AI summaries.
Licensed: Citation only, no complete reproduction.
Restricted: Internal processing only.
Assoc. Prof. Dr. Le Hieu Giang | Academic Profile & AI Copilot