Agent Governance, Safety & Evidence Accountability

Governance guardrails and HITL traceability are developing as critical themes. New signals include belief-based agent memory, n8n policy layer, and governance gaps in enterprise AI adoption. Recent articles argue context engineering as governance and highlight identity vs authority exploits.