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Logs Are Not Lineage: The Accountability Layer AI Agents Are Missing

TL;DR for operators The paper argues that trustworthy AI agents need more than accurate final answers. Once an agent can retrieve documents, call APIs, write memory, modify databases, send messages, or coordinate with other agents, trust depends on whether the organisation can reconstruct how the output or action happened. The useful mechanism is: ...

June 16, 2026 · 20 min · Zelina