Editors

Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.

AI: Fully automatable - By 2025, automated grammar and spell‑checkers and large language models with syntactic understanding can reliably detect and correct spelling, punctuation, and most syntax errors.

Develop story or content ideas, considering reader or audience appeal.

AI: Fully automatable - AI systems can generate and tailor numerous story/content ideas to specific audiences using data and creative prompting, matching or exceeding human ideation throughput for many uses.

Write text, such as stories, articles, editorials, or newsletters.

AI: Fully automatable - By 2025, language models can produce complete stories, articles, editorials, and newsletters in many styles and lengths suitable for publication, often requiring only human review.

Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.

AI: Fully automatable - Automated layout and pagination systems can allocate print space according to constraints and story priority using established layout rules and optimization algorithms.

Make manuscript acceptance or revision recommendations to the publisher.

AI: Fully automatable - AI can evaluate manuscripts against editorial criteria and past acceptance patterns to generate reliable acceptance or revision recommendations for publishers.

Read material to determine index items and arrange them alphabetically or topically, indicating page or chapter location.

AI: Fully automatable - By 2025 NLP can reliably extract indexable terms and their locations and generate alphabetical or topical indexes with high accuracy, making this task fully automatable in most cases.

Verify facts, dates, and statistics, using standard reference sources.

AI: Partial - AI with retrieval tools can check many facts, dates, and statistics against sources and cite them, but may miss paywalled/obscure sources or require human judgment about source reliability and context.

Read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.

AI: Partial - AI can read, evaluate, and propose substantive edits to manuscripts and generate suggested author communications, but lacks full editorial judgment and the nuanced author negotiation that human editors provide.

Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.

AI: Partial - AI can prepare, rewrite, and edit copy to improve readability at a high level, but cannot fully perform the human managerial aspects of supervising other editors and resolving complex editorial tradeoffs alone.

Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements.

AI: Partial - AI can automate artwork/layout/typesetting tasks and assist scheduling and budget tracking, but cannot fully oversee production logistics, vendor negotiations, and accountability without human management.

Supervise and coordinate work of reporters and other editors.

AI: Partial - AI can coordinate workflows, assign tasks, and monitor progress, but cannot fully perform human leadership, conflict resolution, and editorial mentorship required to supervise reporters and editors.

Monitor news-gathering operations to ensure utilization of all news sources, such as press releases, telephone contacts, radio, television, wire services, and other reporters.

AI: Partial - AI can continuously aggregate and flag underutilized sources and coverage gaps across feeds, but oversight and editorial decisions about source use remain human responsibilities.

Confer with management and editorial staff members regarding placement and emphasis of developing news stories.

AI: Partial - AI can recommend placement and emphasis based on analytics and content signals, but cannot fully replicate the collaborative judgment and strategic decision‑making of human editorial meetings.

Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.

AI: Partial - AI can plan publication contents aligned with style guides and requirements and generate schedules, but human editors still need to set priorities and make final policy and strategic decisions.

Review and approve proofs submitted by composing room prior to publication production.

AI: Partial - AI can detect typographical, formatting, and layout errors in proofs and flag issues, but final approval typically requires human editorial and legal judgment.

Select local, state, national, and international news items received from wire services, based on assessment of items' significance and interest value.

AI: Partial - AI can rank and recommend wire items based on significance and predicted audience interest, but ultimate editorial selection involves value judgments editors usually make.

Assign topics, events and stories to individual writers or reporters for coverage.

AI: Partial - AI can recommend and even auto-assign topics based on reporter beats, availability, and audience data, but human editors retain contextual and managerial judgment.

Meet frequently with artists, typesetters, layout personnel, marketing directors, and production managers to discuss projects and resolve problems.

AI: Partial - AI can coordinate scheduling, prepare agendas, summarize issues, and propose solutions, but frequent interpersonal negotiation and conflict resolution still require humans.

Arrange for copyright permissions.

AI: Partial - AI can identify rights holders, draft permission requests and standard agreements, and automate tracking, but complex negotiations and legal sign-off usually need humans.

Interview and hire writers and reporters or negotiate contracts, royalties, and payments for authors or freelancers.

AI: Partial - AI can screen candidates, conduct structured interviews, and draft or negotiate standard contracts, but final hiring decisions and complex negotiations typically involve human discretion.

Direct the policies and departments of newspapers, magazines and other publishing establishments.

AI: Not automatable - Directing organizational policy and managing departments requires strategic leadership, accountability, and human judgment that AI cannot fully assume.