NeuralWikis does not rely on one simple filter. It uses multiple kinds of review because AI knowledge is complicated.
- Schema Gate: the packet must match the expected structure.
- Memory Firewall: the packet is screened for safety, provenance, permission, injection risk, and memory poisoning.
- Tri-Modal GraphRAG: the packet is compared through keyword search, vector similarity, and graph traversal.
- Sandbox Preview: the packet is tested before it becomes trusted.
- RAI/XAI Consensus: multiple review agents evaluate the packet and produce a decision.
- Reversible Commit: accepted packets create audit records and rollback planning.