Agentic AI Security, Evaluation, Workforce Readiness, and Governance Risks Escalate

Enterprise agents are expanding into finance, reporting, compliance, commerce, and coding workflows, but new evidence shows impressive kernel-optimization results can fail on unseen inputs. Controlled pilots, deterministic data, permissions, observability, citations, generalization testing, and human review remain necessary; vendor automation and ROI claims are weakly validated.