Mitigate confabulation per RISK-02 including: grounding + retrieval-augmented generation (RAG) + citation requirements + uncertainty quantification + benchmarks. Mitigate harmful bias and homogenization per RISK-05 including: representative training data + bias evaluation + diverse evaluation + content diversity controls. Mitigate data privacy per RISK-03 including: training data filtering + de-identification + opt-out + DSAR for AI + GDPR Article 22 + UK ICO AI guidance + EU AI Act compliance. Mitigate information integrity (mis/disinformation) per RISK-07 including: content authenticity + media authentication + provenance. Mitigate IP per RISK-10 including: training data licensing + copyright clearance + opt-out + attribution.
The graph holds this control, the 0 it maps to, and the evidence behind each claim, over MCP and REST.