The Data Layer Is the Epistemic Ground for Agents

When three AI agents reason over the same Apache Iceberg tables, the architecture — not each agent independently — guarantees consistency. This is what epistemic ground means in a multi-agent industrial system, and why the data layer decision is actually an agent-trustworthiness decision.