Correct Is Not Governed: Provenance Integrity in Agentic Workflows

Agentic workflows are commonly evaluated by whether they reach the correct outcome. That is insufficient in institutional settings, where a correct action may rely on the wrong authority, an unsupported completion claim, or work made stale by a later change. We define governed execution as work whose decisions, completion, and response to change are supported by inspectable provenance. We present Matrix, a deterministic causal-state layer that records authority and fact dependencies, verifies co

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ethics.ai (13 August 2026), “Correct Is Not Governed: Provenance Integrity in Agentic Workflows,” evidence record 19192, https://ethics.ai/record/19192 (originally published by arXiv).

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