Published July 29, 2026 | Version 3.21.0
Software Open

Director-AI: Coherence Engine — AI Output Verification & Safety Oversight

Authors/Creators

  • 1. ANULUM CH & LI

Description

Real-time LLM hallucination guardrail with NLI and RAG fact-checking, claim-level streaming halt, meta-confidence scoring, cross-turn contradiction tracking, structured-output verification, and auditable production feedback.

Notes

Real-time hallucination guardrail by ANULUM. Claim-level streaming oversight with NLI + RAG fact-checking.

Files

anulum/director-ai-v3.21.0.zip

Files (17.4 MB)

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Additional details

Related works

Is part of
https://github.com/anulum/scpn-fusion-core (URL)
https://github.com/anulum/sc-neurocore (URL)
Is supplement to
https://github.com/anulum/director-ai (URL)

Software

Repository URL
https://github.com/anulum/director-ai