Deep G-I-A Assurance, Evidence Integrity & the Audit Function
Go past the baseline. Engineer the evals, audit the MCP/tool and identity ecosystem, stress multi-agent systems, prove evidence integrity with signing and tracing, run continuous controls monitoring, map to EU AI Act / ISO 42001, do agentic incident forensics, and stand up a mature continuous agentic-audit function over the Generation / Integration / Amplification framework.
Certificate Paths
These stages map to Network+, Security+, ISC² CC, and CySA+ exam domains →
MLCommons
Engineering the Evaluation
Cloud Security Alliance
The Tool & Identity Ecosystem
Santa Fe Institute
Multi-Agent Systems & Chaos
OpenTelemetry / CNCF
Tracing the Agent's Mind
The SOC
Continuous Controls Monitoring
Linux Foundation / OpenSSF
Provenance & the AI Supply Chain
EU AI Office
Mapping to the Rulebook
MIT
Autonomy & Meaningful Human Control
CISA
When the Agent Goes Wrong
The Chief Audit Executive
Building the Agentic Audit Function