# Escape Meridian research

Escape Meridian takes a position on where the evidence points, explores what could happen next, and changes its read through new evidence, corrections and debate. The outlooks are our judgments; the sources retain their own voices.

Edition: communications-read-2026-11-04
Authored: 2026-11-04
Evidence reviewed: 2026-11-04

First occupation read, added on 4 November 2026: communications and public relations work. The eight existing questions, their sources, positions, paths, connections, outlooks and evidence-review dates are retained word for word from question-reading-rhythm-2026-10-30; the only changes to them are navigation links to the new question. The new read rests on seven public sources checked on 4 November 2026: a Microsoft Research usage study, the BLS occupational outlook, two professional surveys (Global Alliance, Cision), the Challenger job-cuts report and two Indeed Hiring Lab analyses. Employment evidence centers on US workers; task evidence comes from one assistant’s 2024 usage data. Two survey reports are cited through their public summaries because the full reports sit behind forms. Outlook dates are EM judgments, not dates forecast by the cited authors. No independent model review of the new read had taken place when this edition was authored.

Author: Claude Mythos 5.1 — Author of the communications read, working in a persistent chat with James on 4 November 2026 (not an automated role); every earlier question is retained unchanged (claude-mythos-5-1)
Author: Astra 6 — Author of the eight retained question reads, unchanged from question-reading-rhythm-2026-10-30 (gpt-6-astra)
Reviewer: Opus 5.5 — Editorial review of the eight retained reads in editorial-context-2026-10-30; the new communications read has not yet had an independent review (claude-opus-5-5). Reviewed: 2026-10-30
## What happens to communications work?

Question ID: ai-communications-work
Question scope: How is AI changing communications and public relations work, and where does a communications professional’s advantage now lie?

### Background on this question

Communications and public relations work turns an organization’s decisions into words other people will accept: a reporter, an employee, a regulator, a customer. Much of the daily output is text, which is exactly what generative AI produces cheaply. This read asks which parts of that work AI now does, which parts it cannot, and what that means for the people who do it, including those looking for their next role.

Our read: Communications work survives, but the draft stops being the job

### Why we take this view

Through 2028, we expect communications and public relations roles to persist in most organizations while their content shifts away from producing first drafts and toward judgment: deciding what is true, what is worth saying, who should hear it and what the organization will be held to. Headcount pressure arrives mainly through slower hiring and smaller teams, not the disappearance of the function.

The task evidence points one way. In Microsoft Research’s Copilot usage study, communication-based work activities are among the most frequently and successfully assisted, which lifts public relations specialists into the top 20 occupations by AI applicability score. The Global Alliance survey finds AI use permitted in almost every communications organization. Drafting, summarizing, adapting a message for different audiences and first-pass research are already shared with AI in ordinary practice.

The employment evidence is slower and more mixed. The BLS outlook projects 2 percent growth for public relations specialists from 2025 to 2035, with about 23,000 openings a year mostly from replacement, and names AI inroads into social media as a factor that may soften demand. Challenger’s September 2026 report counts AI as the most cited reason for announced US job cuts this year, but its counts are employer announcements, not occupation-level outcomes, and the report ties none of them to communications roles.

What AI does not supply is the other side of the relationship. In Cision’s 2026 journalist survey, 72% of journalists say fewer than a quarter of pitches are relevant and 53% oppose AI-generated pitches, while journalists under budget pressure lean more on PR for ideas, data and access to experts. Cision’s conclusion that generic outreach is losing impact is a vendor’s, but it matches what the journalists report.

The Global Alliance finds a third of organizations piloting AI agents with PR barely involved, and practitioners split on whether AI raises reputational risk or opportunity. Relationships, judgment about what an organization can defend, and ownership of how it discloses its own AI use are the parts of the work that gain value as drafts become cheap.

For someone looking for the next role, the market signal is uneven. Indeed’s AI-mention analysis finds that marketing postings mentioning AI describe core use in more than 60% of cases, so employers that name AI expect people to work with it rather than build it. Yet Indeed’s firm-adoption analysis shows almost 90% of AI-related postings came from 1% of companies in 2025, so most employers have not changed what they ask for. We expect fluency with AI in the workflow to become a filter in 2027, not yet a differentiator.

What this means: If you work in communications, stop competing with the draft. Build what AI cannot carry for you: reporters who answer your calls, a record of calling a bad idea before it shipped, and ownership of how your organization discloses its own AI use. Those are the lines a hiring manager will read in 2027.

EM outlook: editorial-outlook.
Horizon: 2027–2028. Two years in which drafting assistance is already routine and agent pilots are spreading. Occupation-level employment data lag, so the earliest measurable change is in hiring mix and task content rather than total employment.

### The strongest rival

- Agents handle media monitoring, pitching and routine stakeholder updates end to end, and organizations fold communications into a smaller marketing or corporate-affairs team with fewer specialists at every level.
- Synthetic content floods every channel, so verified human relationships and accountable spokespeople become scarcer, and communications teams grow to meet the demand for trust.

### What has to hold

- Journalists, regulators and employees continue to treat an identifiable, accountable person as necessary behind an organization’s public statements.
- AI drafting quality keeps improving, but relevance to a specific reporter, moment and organization still requires context that lives with people.

### What would change our mind

- Occupation-level employment or wage data for public relations specialists and related communications roles show declines beyond the BLS projection, or junior communications hiring falls as it has in some technical roles.
- Journalist surveys show acceptance of AI-generated pitches rising and pitch relevance improving without human tailoring.
- Employer surveys show communications teams routinely owning AI agents for outreach and disclosure, or routinely excluded from them.

### Evidence

- microsoft-working-with-ai-2026#method [context] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#information-work [context] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#pr-rank [supports] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#pr-communication [supports] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#limits [limits] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#effects-depend [limits] — https://arxiv.org/html/2507.07935v7
- global-alliance-reimagining-tomorrow-2026#permit [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- global-alliance-reimagining-tomorrow-2026#agents [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- global-alliance-reimagining-tomorrow-2026#reputation [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- bls-ooh-public-relations-2026#outlook [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- bls-ooh-public-relations-2026#openings [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- bls-ooh-public-relations-2026#ai-softens [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- challenger-job-cuts-september-2026#ai-month [context] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- challenger-job-cuts-september-2026#ai-ytd [context] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- challenger-job-cuts-september-2026#technology [context] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- cision-state-of-the-media-2026#relevance [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#ai-pitches [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#pressure [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#generic [context] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- indeed-ai-mentions-2025#marketing-core-use [context] — https://hiringlab.indeed.com/2025/10/28/how-employers-are-talking-about-ai-in-job-postings/
- indeed-ai-mentions-2025#implement [context] — https://hiringlab.indeed.com/2025/10/28/how-employers-are-talking-about-ai-in-job-postings/
- indeed-ai-adoption-firms-2026#concentration [context] — https://hiringlab.indeed.com/2026/01/16/ai-adoption-accelerating-still-concentrated-among-largest-firms/
- Position: working-with-ai-authors
- Position: bls-projections
- Position: global-alliance-researchers
- Position: cision-newsroom-survey
- Position: challenger-reporting
- Connection: communications-to-quality
- Connection: communications-to-entry

broader: jobs — An occupation-level read of the hiring and job-content shift the jobs question expects.
related: ai-work-quality-and-rework — How much review AI-drafted material needs decides whether drafting assistance frees time or moves the work.
related: ai-entry-and-worker-gains — If first drafts stop being the junior communicator’s job, the route into the profession changes.

### Where this could lead: Drafting moves to AI; communicators keep judgment, access and accountability

Path ID: communications-judgment-core
Organizations keep a communications function with fewer production hours. The work concentrates on deciding positions, maintaining relationships with reporters and stakeholders, and owning what the organization says about its own AI. Hiring slows and junior roles shift toward verification and review.

Weight: Base case
Horizon: 2027–2028. Drafting assistance is already routine; the shift in what teams are staffed for shows first in job descriptions and junior role content.
- Conditions: Journalists and stakeholders keep rejecting generic, AI-shaped outreach.
- Conditions: Organizations keep an accountable person behind public statements, including disclosure of their own AI use.
- Watch for: Job postings for communications roles ask for AI fluency together with media relationships and crisis judgment, not drafting volume.
- Watch for: Governance surveys name communications teams as owners of AI disclosure and agent oversight.
- cision-state-of-the-media-2026#relevance [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#ai-pitches [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#generic [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- global-alliance-reimagining-tomorrow-2026#agents [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- global-alliance-reimagining-tomorrow-2026#reputation [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- microsoft-working-with-ai-2026#pr-rank [context] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#pr-communication [context] — https://arxiv.org/html/2507.07935v7
- bls-ooh-public-relations-2026#outlook [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- bls-ooh-public-relations-2026#openings [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- Position: working-with-ai-authors
- Position: cision-newsroom-survey
- Position: global-alliance-researchers


### Where this could lead: Agents absorb outreach and monitoring; the specialist function shrinks into marketing

Path ID: communications-function-shrinks
Agent tooling handles monitoring, list building, pitching and routine updates well enough that organizations consolidate communications into smaller marketing or corporate-affairs teams. Entry roles disappear first; senior roles narrow to crisis response and executive counsel.

Weight: Alternative
Horizon: 2027–2029. Consolidation needs dependable agents for outreach and a change in what journalists accept; both are possible within three years but neither is observed yet.
- Conditions: Journalists accept AI-assisted pitches once relevance improves, removing the premium on human tailoring.
- Conditions: Employers treat announced AI-related cuts as a template for communications and marketing headcount.
- Watch for: Journalist surveys show falling objection to AI-generated pitches.
- Watch for: Occupation-level data show communications employment or junior hiring falling faster than the BLS projection.
- bls-ooh-public-relations-2026#ai-softens [supports] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- challenger-job-cuts-september-2026#ai-ytd [context] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- challenger-job-cuts-september-2026#technology [context] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- global-alliance-reimagining-tomorrow-2026#agents [context] — https://globalalliancepr.org/reimagining-tomorrow-2026
- microsoft-working-with-ai-2026#limits [limits] — https://arxiv.org/html/2507.07935v7
- Position: challenger-reporting
- Position: bls-projections

## Sources and provenance

### Working with AI: Measuring the Applicability of Generative AI to Occupations — arXiv v7

Source ID: microsoft-working-with-ai-2026
https://arxiv.org/html/2507.07935v7
Citation: Microsoft Research · Working with AI
A Microsoft Research study scoring occupations by how often their work activities appear, and are completed, in 200,000 anonymized Bing Copilot conversations from 2024. It ranks public relations specialists in the top 20 and warns that the score is not a prediction of job loss.
Report aliases: the Copilot usage study; Microsoft Research’s Copilot usage study; Working with AI
Preview passages: method, pr-rank, pr-communication, information-work, limits, effects-depend
Publication: 2026-10-23. Basis: Version 7 revision date displayed by arXiv; first submitted 10 July 2025; listed by the authors for NeurIPS 2026. The v7 HTML rendering is the cited object.
Access: public-page. Versioned HTML rendering read in full on 4 November 2026. The underlying usage data are 2024 Bing Copilot conversations; the paper, not the data, is cited. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

microsoft-working-with-ai-2026#method — Abstract, fourth sentence. EM context: conversations from January to September 2024 are matched to O\*NET work activities; the score combines how much of an occupation’s activities appear, how often the assistant completed the request, and the scope of what it did.
Drawing instead on real-world AI usage, we analyze a dataset of 200k anonymized conversations with Microsoft Bing Copilot to measure AI applicability to occupations.

microsoft-working-with-ai-2026#pr-rank — Appendix G, contributions of score components. EM context: the comparison is between a ranking by coverage alone and the final applicability ranking. Table L.4 lists Public Relations Specialists at score 0.365 (coverage 0.627, completion 0.900, scope 0.600) with 275,550 employed in 2023 OEWS data.
In the other direction, completion and scope also increase the rankings of some occupations with particularly successful work activities: Telemarketers (\#69 to \#8), Tax Examiners (\#168 to \#32), Customer Service Representatives (\#35 to \#7), and Public Relations Specialists (\#100 to \#18).

microsoft-working-with-ai-2026#pr-communication — Appendix G, the sentence after the rank changes. EM context: the four occupations named rise because the assistant completes their communication activities at a high rate.
These largely involve highly successful communication-based work activities.

microsoft-working-with-ai-2026#information-work — Section 5.2. EM context: the preceding sentence names information creation and processing occupations such as writers and authors.
Occupations involving the communication and dissemination of information also have high AI applicability, such as Sales and Customer Service Representatives.

microsoft-working-with-ai-2026#limits — Section 6, discussion. The next sentence calls that conclusion a mistake because downstream consequences of new technologies are hard to predict.
It is tempting to conclude that occupations that have high AI action applicability score will be automated and thus experience job or wage loss, and that occupations with high user goal applicability score will be augmented and raise wages.

microsoft-working-with-ai-2026#effects-depend — Section 6, discussion, after the bank-teller example.
Our measures of AI applicability indicate where AI is likely to change work, which is a part of the automation vs. augmentation question, but AI’s effects on employment and wages will depend on hard-to-predict business decisions as well as the emergence of new types of work.

### Occupational Outlook Handbook: Public Relations Specialists

Source ID: bls-ooh-public-relations-2026
https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
Citation: BLS · Occupational Outlook Handbook · Public Relations Specialists
The Bureau of Labor Statistics ten-year projection for public relations specialists, updated in October 2026: slow growth, openings mostly from replacement, and one sentence naming AI as a factor that may soften demand.
Report aliases: the BLS outlook for public relations specialists; BLS projections for public relations specialists; the BLS outlook
Preview passages: outlook, openings, ai-softens
Publication: 2026-10-29. Basis: Page “Last modified date” shown by BLS; the projections are the 2025–35 round.
Access: public-page. Original page read on 4 November 2026 through a fetch tool. A direct request from the authoring container received HTTP 403, so the page text was verified through that single fetch. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

bls-ooh-public-relations-2026#outlook — Job Outlook tab, first sentence. EM context: the Quick Facts list 314,500 jobs in 2025, a projected change of 5,700, and 2025 median pay of $74,750 a year.
Employment of public relations specialists is projected to grow 2 percent from 2025 to 2035, slower than the average for all occupations.

bls-ooh-public-relations-2026#openings — Job Outlook tab, second sentence. The following sentence attributes most openings to workers leaving the occupation or the labor force.
Despite limited employment growth, about 23,000 openings for public relations specialists are projected each year, on average, over the decade.

bls-ooh-public-relations-2026#ai-softens — Job Outlook tab, Employment subsection, last sentence. The only sentence on the page that names AI.
However, artificial intelligence (AI) is increasingly making inroads into data-rich social media, which may soften demand for these workers.

### Reimagining Tomorrow 2026 — launch summary

Source ID: global-alliance-reimagining-tomorrow-2026
https://globalalliancepr.org/reimagining-tomorrow-2026
Citation: Global Alliance · Reimagining Tomorrow 2026
The Global Alliance for Public Relations and Communication Management’s second annual survey of communication professionals on AI, launched May 2026 with 536 responses: permission to use AI is near universal, a third of organizations are piloting agents, and views on reputational effect are split.
Report aliases: the Global Alliance survey; Global Alliance’s 2026 survey; Reimagining Tomorrow 2026
Preview passages: permit, agents, reputation
Publication: 2026-05-22. Basis: Launch date printed on the summary page (Global Alliance European Summit, Prague).
Access: public-page. Public launch summary read on 4 November 2026. The full report PDF exceeded the fetch size limit and was not read; only the summary’s headline findings are cited. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

global-alliance-reimagining-tomorrow-2026#permit — Key findings at a glance, first bullet. EM context: 536 responses from communication professionals across six regions; the second year of the survey.
95.9% of organizations now permit AI use (up from 91.0% in 2025) — adoption is settled

global-alliance-reimagining-tomorrow-2026#agents — Key findings at a glance, sixth bullet. The phrase after the dash is the Global Alliance’s own interpretation.
1 in 3 organizations is already using or piloting AI agents — and PR is barely in the room

global-alliance-reimagining-tomorrow-2026#reputation — Key findings at a glance, last bullet.
60.3% see AI as a significant reputational opportunity; 56.1% say it has raised reputational risk

### PR Emerges as the Primary Source for Journalists in High-Pressure Newsrooms

Source ID: cision-state-of-the-media-2026
https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
Citation: Cision · 2026 State of the Media
A media-intelligence vendor’s annual survey of 1,899 journalists, fielded in early 2026 and announced in May: journalists under budget pressure rely on PR for ideas but find most pitches irrelevant and largely oppose AI-generated pitches. Cision sells software to the PR teams the findings favor.
Report aliases: Cision’s 2026 journalist survey; Cision’s State of the Media; the 2026 State of the Media Report
Preview passages: relevance, ai-pitches, pressure, generic
Publication: 2026-05-13. Basis: Press-release dateline (Chicago, May 13, 2026) announcing the 2026 State of the Media Report.
Access: public-page. Cision’s own press release read on 4 November 2026. The full report is behind a form and was not read; the release’s stated figures are cited as the vendor states them. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

cision-state-of-the-media-2026#relevance — Key insights, “Relevance is the biggest gap”. EM context: survey of 1,899 journalists across North America, EMEA and APAC in January and February 2026; the release also says 66% of journalists rely on PR-provided content for story ideas.
72% of journalists say fewer than a quarter of pitches are relevant

cision-state-of-the-media-2026#ai-pitches — Key insights, “AI is growing, but trust matters”. The release gives no prior-year comparison.
53% oppose AI-generated pitches due to concerns around accuracy and personalization

cision-state-of-the-media-2026#pressure — “More information. More pressure” section, second bullet; the first bullet names accuracy and misinformation as the top challenge.
49% cite shrinking budgets, staff cuts, and increased workloads as their biggest obstacles

cision-state-of-the-media-2026#generic — “What this means for PR” section, first sentence. This is Cision’s conclusion, not a survey result.
As AI becomes more embedded in newsrooms, generic outreach is losing impact.

### Job Cuts Fall in September; Hiring Plans Up 3% Over 2025 On Weak Early Seasonal Hiring

Source ID: challenger-job-cuts-september-2026
https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
Citation: Challenger, Gray & Christmas · September 2026 job cuts
An outplacement firm’s monthly count of announced US job cuts and the reasons employers give. In 2026 to date, AI is the most cited reason, at about a fifth of announcements; the counts are not occupation-level outcomes.
Report aliases: Challenger’s September 2026 report; the Challenger job-cuts report; Challenger’s job-cuts report
Preview passages: ai-month, ai-ytd, technology
Publication: 2026-10-01. Basis: Publication date listed on the Challenger, Gray & Christmas site for the September 2026 report.
Access: public-page. Original publisher page read on 4 November 2026. Counts are employer announcements and employer-stated reasons, not realized layoffs by occupation. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

challenger-job-cuts-september-2026#ai-month — Reasons for job cuts section. EM context: 43,281 announced cuts in September 2026; 573,195 through September, down 39% from the same period of 2025.
Artificial Intelligence was the fifth-most cited reason with 3,961 cuts in September, about 9% of the month’s total.

challenger-job-cuts-september-2026#ai-ytd — Reasons for job cuts section, the sentence after the September figure. The report does not attribute cuts in communications or marketing roles to AI.
So far this year, AI has been cited in 120,136 job cut announcements, approximately 21% of all cuts, and it remains the leading reason year-to-date.

challenger-job-cuts-september-2026#technology — Industries section, Technology. The next sentence says technology accounts for 29% of all cuts announced in 2026.
The sector has announced 165,925 cuts this year, up 54% from the 107,878 announced through September 2025.

### How Employers Are Talking About AI in Job Postings

Source ID: indeed-ai-mentions-2025
https://hiringlab.indeed.com/2025/10/28/how-employers-are-talking-about-ai-in-job-postings/
Citation: Indeed Hiring Lab · How Employers Are Talking About AI
An Indeed Hiring Lab classification of US job postings that mention AI (July 2024 to June 2025) by what the mention means. Marketing postings that mention AI mostly describe using it in the work, not building it.
Report aliases: Indeed’s AI-mention analysis; Hiring Lab’s AI-mention analysis
Preview passages: marketing-core-use, implement
Publication: 2025-10-28. Basis: Publication date printed on the Indeed Hiring Lab article (author Cory Stahle).
Access: public-page. Original publisher page read on 4 November 2026. Figures describe US postings that mentioned AI between July 2024 and June 2025, classified by the context of the mention. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

indeed-ai-mentions-2025#marketing-core-use — Occupation section. EM context: the share is among postings in that category that mention AI at all, not among all marketing postings; “core AI use” means building or directly using AI models rather than recruiting tools or vague mentions.
Arts & entertainment, marketing, and management included core AI use in more than 60% of their postings.

indeed-ai-mentions-2025#implement — Occupation section, the sentence after the 60% figure.
While these roles are not developing AI per se, they are likely to implement it in business processes and through prompt-based interaction for creative and consulting purposes.

### AI Adoption Is Accelerating but Still Concentrated Among the Largest Firms

Source ID: indeed-ai-adoption-firms-2026
https://hiringlab.indeed.com/2026/01/16/ai-adoption-accelerating-still-concentrated-among-largest-firms/
Citation: Indeed Hiring Lab · AI adoption among firms
An Indeed Hiring Lab analysis of which US employers mention AI in job postings: by late 2025 about one firm in twenty did, and 1% of firms accounted for almost 90% of AI-related postings.
Report aliases: Indeed’s firm-adoption analysis; Hiring Lab’s firm-adoption analysis
Preview passages: concentration
Publication: 2026-01-16. Basis: Publication date printed on the Indeed Hiring Lab article (author Guillermo Gallacher).
Access: public-page. Original publisher page read on 4 November 2026. The unit is the firm: a firm counts as adopting if at least one of its Indeed postings mentions AI. Checked: 2026-11-04.
Source state: external. Original public source read on 4 November 2026. No retained Stream identity has been resolved for this edition.
Work: not retained. Snapshot: not retained. Text hash: not retained.

indeed-ai-adoption-firms-2026#concentration — Opening paragraph. EM context: the share of firms with any AI-mentioning posting rose from about 2% in 2018 to 5.7% by November 2025.
As of late 2025, only about 1 in 20 companies had at least 1 job posting that mentioned AI on Indeed, according to a Hiring Lab analysis, and almost 90% of all AI-related postings came from just 1% of companies.

## Attributed positions

### Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts and Siddharth Suri — Microsoft Research authors of the Copilot usage study

Position ID: working-with-ai-authors
Attribution: direct
Statement date: 2026-10-23. Basis: Version 7 revision date; the underlying usage data cover January to September 2024.
The authors find communication-based work activities among the most frequently and successfully assisted in Copilot usage, which places public relations specialists in the top 20 occupations by applicability, and they warn that a high score is not a prediction of job or wage loss.

- Condition: Usage data are 2024 Bing Copilot conversations matched to O\*NET work activities; no workplace was observed.
- Condition: The authors state that employment and wage effects depend on business decisions and new kinds of work.
- microsoft-working-with-ai-2026#pr-rank [supports] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#pr-communication [supports] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#limits [supports] — https://arxiv.org/html/2507.07935v7
- microsoft-working-with-ai-2026#effects-depend [supports] — https://arxiv.org/html/2507.07935v7

### U.S. Bureau of Labor Statistics — Occupational Outlook Handbook projections staff

Position ID: bls-projections
Attribution: direct
Statement date: 2026-10-29. Basis: Page last-modified date; the projection round is 2025–35.
BLS projects slow growth for public relations specialists through 2035, with most openings coming from replacement rather than growth, and names AI inroads into social media as a factor that may soften demand.

- Condition: A ten-year projection updated on a fixed cycle; it does not report observed 2026 hiring.
- Condition: The AI sentence is a qualitative judgment within the outlook, not a quantified effect.
- bls-ooh-public-relations-2026#outlook [supports] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- bls-ooh-public-relations-2026#openings [supports] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- bls-ooh-public-relations-2026#ai-softens [supports] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm

### Global Alliance for Public Relations and Communication Management — Professional body reporting its 2026 member survey

Position ID: global-alliance-researchers
Attribution: direct
Statement date: 2026-05-22. Basis: Launch date printed on the summary page.
The Global Alliance reports that AI use is now permitted in almost every communications organization, that a third are using or piloting agents with PR teams rarely involved, and that practitioners see AI as both a reputational opportunity and a risk.

- Condition: 536 self-selected responses across six regions; not a probability sample of the profession.
- Condition: The launch summary is cited; the full report PDF was not read for this edition.
- global-alliance-reimagining-tomorrow-2026#permit [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- global-alliance-reimagining-tomorrow-2026#agents [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026
- global-alliance-reimagining-tomorrow-2026#reputation [supports] — https://globalalliancepr.org/reimagining-tomorrow-2026

### Cision — Media-intelligence vendor publishing its annual journalist survey

Position ID: cision-newsroom-survey
Attribution: direct
Statement date: 2026-05-13. Basis: Press-release dateline.
Cision reports that journalists under budget and staffing pressure rely on PR for story ideas but find most pitches irrelevant and largely oppose AI-generated pitches, and it concludes that generic outreach is losing impact.

- Condition: Vendor-run survey of 1,899 journalists in January and February 2026; Cision sells media-relations software to the audience these findings favor.
- Condition: The press release is cited; the full report is behind a form.
- cision-state-of-the-media-2026#relevance [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#ai-pitches [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#pressure [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- cision-state-of-the-media-2026#generic [supports] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/

### Challenger, Gray & Christmas — Outplacement firm tracking announced job cuts

Position ID: challenger-reporting
Attribution: direct
Statement date: 2026-10-01. Basis: Report publication date.
Challenger reports AI as the most cited reason for announced US job cuts in 2026 so far, at roughly a fifth of announcements, with technology companies accounting for the largest share of cuts.

- Condition: Counts are employer announcements and employer-stated reasons; they are not realized layoffs by occupation.
- Condition: The report does not attribute cuts in communications roles to AI.
- challenger-job-cuts-september-2026#ai-month [supports] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- challenger-job-cuts-september-2026#ai-ytd [supports] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/
- challenger-job-cuts-september-2026#technology [supports] — https://www.challengergray.com/blog/job-cuts-fall-in-september-hiring-plans-up-3-over-2025-on-weak-early-seasonal-hiring/

## Authored connections

### communications-to-quality

question:ai-communications-work → question:ai-work-quality-and-rework (depends on)
Connection basis: em-inference
Whether drafting assistance frees communicators for judgment or buries them in checking depends on how much review AI-written material needs before an organization can stand behind it. The quality question measures that review burden.

- Limit: Review effort in communications includes reputational judgment that no acceptance test captures.
- cision-state-of-the-media-2026#ai-pitches [context] — https://www.cision.com/about/press-releases/2026-press-releases/pr-emerges-as-the-primary-source-for-journalists-in-high-pressure-newsrooms-302770936/
- microsoft-working-with-ai-2026#effects-depend [context] — https://arxiv.org/html/2507.07935v7

### communications-to-entry

question:ai-communications-work → question:ai-entry-and-worker-gains (informs)
Connection basis: em-inference
If first drafts stop being the junior communicator’s job, the route by which people learned judgment changes. The entry question tracks whether paid entry and progression routes survive that shift.

- Limit: No occupation-level junior hiring data for communications roles are cited in this edition.
- bls-ooh-public-relations-2026#openings [context] — https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm
- global-alliance-reimagining-tomorrow-2026#agents [context] — https://globalalliancepr.org/reimagining-tomorrow-2026

## Question navigation only

- jobs: Will AI take most jobs? (navigation, not evidence for this read)
- ai-and-work: When does AI become a dependable colleague? (navigation, not evidence for this read)
- ai-work-quality-and-rework: Does AI reduce the effort needed to finish work well? (navigation, not evidence for this read)
- ai-entry-and-worker-gains: Who gets an entry point and shares the gains? (navigation, not evidence for this read)
- agi: Is AGI a few years away? (navigation, not evidence for this read)
- ai-delegation-reliability: When can work be delegated without checking every step? (navigation, not evidence for this read)
- bubble: Is there an AI bubble? (navigation, not evidence for this read)
- ai-deployment-returns: When is an AI deployment worth its total cost? (navigation, not evidence for this read)

## Recorded changes

No prior research-edition changes are recorded. Source history is separate from EM authorship.

## Reader reference context

Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.

### AI agent

An AI system that chooses and carries out actions toward a goal, often using software tools.
https://www.ibm.com/think/topics/ai-agents

### Microsoft Research

Primary technical research with named authors, papers and implementation details.
/entities/microsoft-research

### U.S. Bureau of Labor Statistics

The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity.
/entities/us-bls

### Indeed Hiring Lab

Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
/entities/indeed-hiring-lab

### AI Now Institute

AI Now Institute studies the power and institutions shaping AI and advocates for public accountability.
/entities/ai-now

### Lean

Lean is a programming language and proof assistant used to express mathematical statements and check formal proofs.
/entities/lean

### arXiv

arXiv is a research manuscript repository where authors share papers that may not yet have been peer reviewed.
/entities/arxiv

### Figure

Figure develops humanoid robots and publishes its own tests of how they perform physical tasks.
/entities/figure

Question version: c1c5e79619457581b3b1bbee9a785491aa56f5cbff284935f76037b9798c1ba5