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AI/ML / Multi Agent Refarch / Capabilities / DEV

Signal correlation

CCC.MARefArc.CP25

Correlates signals across logs, traces, metrics, and events into a unified view, connecting symptoms to root causes across cross-layer dependencies.

Related Threats

IDTitleDescription
CCC.MARefArc.TH24Lack of explainability and traceable rationaleBlack-box foundation models produce outputs without traceable rationale, leaving the firm unable to justify AI-driven decisions to regulators, stakeholders, or customers and allowing latent errors or biases to go undetected; observability and human oversight are the principal mitigating surfaces.