Sources — Cultural Infrastructure and Ecology

Sources & references (rechecked July 30, 2026 — every link below was fetched directly unless noted). Titles are hyperlinked.

Federal cultural infrastructure

Tracking National Endowment for the Arts Grant Terminations: What the Data Tell Us (526 grants cancelled or withdrawn, $26,810,600, as of May 20, 2025)

Arts Analytics · May 2025 — crowdsourced and self-reported; a floor, not a census. The NEA has never published a termination count

Sweeping cuts hit the NEA after the Trump administration calls to eliminate the agency (“foster AI competency” appears verbatim in the new priorities)

NPR (Chloe Veltman, Elizabeth Blair, Neda Ulaby) · May 3, 2025 — termination emails went out Friday, May 2

SMU DataArts loses NEA funding — for an AI project, under the priority list that included fostering AI competency

KERA News · May 28, 2025

FY 2026 Congressional Budget Request (“The FY 2026 Budget proposes to eliminate the National Endowment for the Arts”; $29.0M requested for agency closure)

National Endowment for the Arts · May 2025 — the $207M figure is the enacted level being eliminated, not the request

Arts and Humanities Funding: FY2026 Appropriations (NEA and NEH each $207.0M, enacted January 2026, P.L. 119-74)

Congressional Research Service, R48958 · updated May 27, 2026

NEA Funded for FY2026 (level funding; the 40% state and regional set-aside preserved)

National Assembly of State Arts Agencies · Feb 2026

Federal funding for libraries prevails (IMLS funded via P.L. 119-75, Feb 3, 2026; LSTA at $212.5M, a $1.4M increase)

American Libraries · Feb 6, 2026

AAM Statement on the President’s FY27 Budget Proposal (elimination of NEA, NEH and IMLS proposed again)

American Alliance of Museums · Apr 6, 2026 — the survival of all three is good through Sept 30, 2026 only

CPB will dissolve following unanimous board vote (announced Jan 5, 2026; notice of voluntary dissolution ~Jan 15; articles of dissolution ~Jan 30)

Current · Jan 2026 — CPB was created by the Public Broadcasting Act of 1967: a 58-year run, not sixty

Corporation for Public Broadcasting to dissolve after Congress rescinded $1.1 billion

The Washington Post · Jan 5, 2026 — $535M/yr for FY2026–27 rescinded July 2025; staff eliminated by end-September 2025

Giving USA 2026 (arts, culture and humanities: $27.31 billion in 2025, +4.7% inflation-adjusted — an all-time real high; 4.4% of $617.20bn total US giving)

Indiana University Lilly Family School of Philanthropy · Jun 23, 2026 — the NEA’s $207M is 0.76% of this

Impact — “supports arts organizations and artists in every Congressional district in the country”

National Endowment for the Arts · accessed 2026 — the agency’s own standing claim; no post-2025 district-level analysis exists, and neither the FY2026 budget request nor the January 2026 grant release repeats it

People-First AI Fund — $50M commitment

OpenAI · Jul 2025

People-First AI Fund — $40.5M to 208 grantees

OpenAI · Dec 3, 2025 — roughly 25–30 of the 208 have identifiable arts or culture components

Update on the People-First AI Fund ($9.5M second wave plus a new $50M for 2026; revised priorities now name local journalism and AI training for journalists)

OpenAI Foundation · Jun 4, 2026 — the update the essay’s earlier drafts were missing

OpenAI Awards $40.5 Million to Nonprofits, Including Orchestras

Symphony (League of American Orchestras) · Dec 2025

KPMG expands commitment to advancing impact through AI ($6M, phase two of the AI Impact Initiative)

KPMG U.S. Foundation · Nov 12, 2025 — 12 nonprofits, pro bono engineering and training sessions, none of them arts organizations; not a grant pool

The NEA certification fight

NEA funding certification removed (four plaintiffs: Rhode Island Latino Arts, National Queer Theater, The Theater Offensive, Theatre Communications Group; certification dropped the day after filing)

ACLU · Mar 7, 2025 — only two of the four plaintiffs are theaters; TCG is the national service organization

Court Rules in Favor of Artists’ Free Speech in Case Against the NEA (“a viewpoint-based restriction on private speech”; “zero explanation of what it means for a project to ‘promote gender ideology'”)

ACLU, on Senior Judge William Smith, D.R.I. · Sep 19, 2025

NEA drops requirement that applicants agree to anti-trans guideline

American Theatre · Mar 7, 2025

Baltimore Center Stage will not comply with anti-DEI guidelines, turns down federal funding — and sees a ticket-sales surge

The Baltimore Banner · Mar 2025 — a separate event from the lawsuit; the two should not be merged

We Will Not Comply

Primary Stages · Feb 2025

The nonprofit model and the sector’s finances

Theatre Facts 2023 (attendance −22% vs 2019; earned income −25%; 61% of Trend Theatres with negative change in unrestricted net assets; 24% negative by more than 20% of budget — the worst since tracking began in 2000)

Theatre Communications Group, 137 Trend Theatres · Mar 3, 2025 — the most recent edition covers FY2023; there is no FY2024 or FY2025 data.

Minnesota Orchestra reports record earned revenue for the 2024–25 season (earned revenue $12.1M, a record; annual fund $10.6M, an all-time high; 230,000+ attendees at 82% paid capacity; operating deficit $4.2M)

Insight News · 2025 — record revenue, record fundraising, audiences back, and the deficit grew

At Minnesota Orchestra, Strong Ticket Sales and Revenue — and a Budget Deficit (FY2024: record earned revenue $11.6M, +22%; deficit $3.8M, the fifth in six years)

Symphony (League of American Orchestras) · 2024

Arts Sector Trends by Organization Budget Size, 2019–2024 (real revenue: small <$250K +28%, mid $250K–$1M +4%, large >$1M −22%; large orgs shed ~3 FTE and 2 part-time)

SMU DataArts 2026

National Trends 2025 (paid and free attendance grew 2023→2024; 44% of organizations ran a deficit in 2024; contributed revenue at 59% of unrestricted revenue, lowest since 2019; median working capital 4.25 months, down from 6.75 in 2021)

SMU DataArts, 6,500+ organizations · 2026 — audiences came back; the business model didn’t

Arts nonprofits’ revenue declines: impact on organizational viability (foundation funding to arts nonprofits −25% in 2024, below pre-pandemic; government −26%; individual, board and corporate giving at or below 2019 levels)

Candid, on SMU DataArts data

Arts Funding Snapshot (arts and culture at $3.5bn, 7% of foundation grant dollars, down from roughly 11% a decade earlier)

Grantmakers in the Arts, on Candid’s Foundation 1000 · 2024

FY2026 State Arts Agency Revenues (legislative appropriations $646.0M, down from $686.8M — a 5.9% decline; $1.88 per capita; 20 states down, median decrease 12.8%; Missouri −68.7%, New Hampshire −81.8%)

National Assembly of State Arts Agencies · Feb 11, 2026

About — Pennsylvania Creative Industries (“creativity in driving innovation, economic growth, and community development”; mission cites the state’s “economy, and workforce”)

Commonwealth of Pennsylvania · accessed 2026

Bachelor’s Degrees in the Humanities (165,489 in 2024 — “the smallest number of degrees awarded since 1991 and 30% below the recent high-water mark in 2012”; 8.4% of all bachelor’s degrees)

American Academy of Arts & Sciences, Humanities Indicators · 2026

Academic Humanities Today: Opportunities & Challenges

American Academy of Arts & Sciences · 2026 seven focus groups, 30 department chairs, April–June 2025.

The State of Local News 2025 (213 news-desert counties; 1,524 counties with a single source; ~50 million Americans with limited or no access; 136 newspaper closures in a year — more than two a week; newspaper employment −7% in one year)

Medill Local News Initiative, Northwestern · Oct 20, 2025 — Medill’s own release carries the figures. The distinctive 2025 finding is that most closures were smaller independently-owned papers rather than chain consolidations

Same Gatekeepers, New Tollbooths: Mapping the AI Content Licensing Market (intermediary take rates: ScalePost ~15%, Cloudflare pay-per-crawl ~30%, ProRata 50/50)

Open Markets Institute, Center for Media & Digital Governance · May 2026 — maps market structure; it does not quantify how little reaches local newsrooms, and OpenAI is funding four Axios newsrooms.

The pipeline: creative-labor displacement

Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of AI (16% relative employment decline, ages 22–25, most AI-exposed occupations; ~6% absolute, against a 6–9% increase for older workers in the same occupations)

Stanford Digital Economy Lab (Brynjolfsson, Chandar & Chen) · Nov 13, 2025 — the clearest cases are software developers and customer-service representatives, not creative occupations. Nothing in the six facts is creative-sector-specific

Canaries, Interest Rates, and Timing

Stanford Digital Economy Lab · Feb 9, 2026 — this breaks the “since late 2022” framing. Cite it yourself rather than letting a critic find it

Canaries Dashboard (updated monthly; 25,000 firms, 4.6m occupation-matched workers, 730+ occupations; early-career women disproportionately in more AI-exposed occupations)

Stanford Digital Economy Lab · last updated Jul 22, 2026

I analyzed 180M jobs to see what jobs AI is actually replacing (computer graphic artists −12% in 2024, −33% in 2025; writers −28%; photographers −28%; journalists −22%)

Bloomberry (Henley Wing Chiu) · Nov 3, 2025, updated Jun 17, 2026

Generative AI Is Upending Freelance Work — Even Top Performers Aren’t Safe (“top freelancers are disproportionately affected”; per 1% increase in past earnings, an additional 0.5% drop in opportunities and 1.7% decrease in monthly income)

INFORMS, on Hui, Reshef & Zhou, Organization Science 35(6) · Nov 2024 — cite the paper, not the Brookings write-up. Seniority provided no protection at all

The Short-Term Effects of Generative Artificial Intelligence on Employment (~2% decline in contracts, ~5% in earnings)

Hui, Reshef & Zhou, Organization Science · 2024

UK Illustrators Draw the Line: AOI Publishes AI Survey Results (n=6,844; 32.40% have lost work; average £9,262 per affected illustrator; 92.65% say opting out is practically impossible)

Association of Illustrators / World Illustration Awards · 2025

A third of translators report losing work to generative AI (36% of translators and 26% of illustrators lost work; 43% of translators report income decreased)

European Writers’ Council, on the Society of Authors survey, fielded January 2024

Netflix paid $587 million for Ben Affleck’s AI company InterPositive (AI tools for visual effects and post-production: missing shots, background replacement, lighting correction)

Variety · Jul 2026 — announced Mar 5, 2026; price revealed in a July filing

Square Enix aims to have AI doing 70% of its QA work by the end of 2027

GamesRadar · Nov 6, 2025

Filmmakers embrace AI as Hollywood debates risks (Makemation, the Naija AI Film Festival, CR8US; “the fight is to own the systems through which we are seen”)

The Star (Kenya) / bird story agency (Bonface Orucho) · May 28, 2026

The pipeline: counter-evidence and the measurement problem

This section is the one the essay’s earlier drafts did not have. The 2026 literature has moved against the strong pipeline claim, and the argument is stronger for carrying it.

Tracking the Impact of AI on the Labor Market (“the occupational mix is not yet changing in ways that clearly align with the introduction of AI”; “measures of AI usage show no connection to changes in employment or unemployment”)

The Budget Lab at Yale · last updated Jun 15, 2026 — nothing newer as of July 30

What We Do and Don’t Know About How AI is Affecting the Labor Market (“AI-exposed occupations are generally less sensitive to the business cycle”; for ages 22–27, “relatively few occupations met our sample size criterion”)

The Budget Lab at Yale · May 7, 2026

Looking for the Ladder: Is AI Impacting Entry-Level Jobs? (postings in AI-exposed sectors peaked March–April 2022 — six months before ChatGPT’s release; 38% of the top AI-exposure quintile sits in rate-sensitive sectors)

Economic Innovation Group (Iscenko & Curto Millet), Lightcast, 238m+ US postings · Jan 2026 — the paper the Stanford team’s February note is answering

AI Adoption and Firms’ Job-Posting Behavior (“There is no evidence of a reduction in job postings for industries or firms which have higher levels of AI adoption”)

Federal Reserve Board FEDS Note (Liu & Webber) · Mar 27, 2026

New York WARN Act: No AI-Related Layoffs Reported in First Year (160+ employers filed; not one attributed a layoff to AI or automation)

Hunton Andrews Kurth (Quackenboss & Meyer), on NYS DOL data · May 18, 2026

Bloomberg Tax · Mar 10, 2026

The upstream pipeline: education

AI Use Routine for College Students Despite Campus Limits (humanities lowest of eight fields at 43% weekly or more, against business at 70%; 42% say their school discourages AI use, 11% that it prohibits it)

Gallup / Lumina Foundation, enrolled students, fielded Oct 2–31, 2025 · published Apr 2, 2026

College Students Weigh AI’s Impact on Majors and Careers (47% have given at least “a fair amount” of thought to changing major — 14% “a great deal,” 33% “a fair amount”; 42% of bachelor’s students, 56% of associate students)

Gallup / Lumina Foundation · Apr 2, 2026

AI is pushing students to consider changing majors, data shows

Inside Higher Ed · Apr 2, 2026

Students at Berklee say the school’s AI classes are a waste of money (petition against “Bots and Beats: AI and the Future of Songwriting,” taught by a paid Suno adviser; 330+ signatures; students pay up to $85,000 a year)

The Boston Globe · Apr 9, 2026

At Berklee, aspiring composers worry AI threatens their future (400+ signatures; a dorm sign reading “NO AI IN OUR MUSIC. NO AI AT BERKLEE.”)

WBUR · Apr 17, 2026 — three outlets report three different signature totals within eight days because the petition was open and growing; no audited total exists

4 more states require districts to adopt AI policies (Idaho S1227, Maryland SB0720, Oklahoma SB1734, Virginia SB394; Tennessee and Ohio already required them)

K-12 Dive · Jul 9, 2026 — none of the statutes addresses arts curriculum, creative practice or authorship

Code of Virginia § 22.1-20.2:1 (2026 Acts chs. 937 and 943, effective July 1, 2026; data agreements must prohibit using student data to train external AI models)

Commonwealth of Virginia · 2026 — HB 1186 and SB 394 were enacted as companion bills; trackers disagree about which

Middleware: the flood, and the consumption gap

Generative AI Floods and Dilutes the Market for Books

Chakrabarty, Liu, Ginsburg & Dhillon, arXiv 2607.20349, Jul 22, 2026 — full-text classification, sales matched to June 2026. Self-published genre fiction, not all books — say so

An Empirical Analysis of AI Slop in Music Streaming (AI music: 5.1% of the Spotify catalogue but 1.2% of tracks in the strongly connected recommendation graph; 93% of AI tracks under 1,000 plays against 64% of human tracks)

Wu, Passananti, Mittal, Ding, Zheng & Zhao (the Glaze/Nightshade group), arXiv 2606.18052 · Jun 16, 2026

AI Music Tops 50% of Daily Uploads on Deezer (~90,000 fully AI-generated tracks/day; over 50% of new-music uploads at the June 2026 peak; between 1 and 3 percent of total streams; “up to 85%” of streams on those tracks fraudulent in 2025)

Deezer Newsroom · Jul 21, 2026 — the 50,000/day figure in earlier drafts is roughly eighteen months stale. The 1–3% of streams is the number the argument needs

Spotify Strengthens AI Protections for Artists, Songwriters, and Producers (“we’ve removed over 75 million spammy tracks” — Spotify’s word, not “AI-generated”; criteria are behaviors: mass uploads, duplicates, SEO manipulation, artificially short tracks)

Spotify Newsroom · Sep 25, 2025

74% of New Webpages Include AI Content (900,000 new English pages sampled April 2025: pure AI 2.5%, mixed AI-and-human 71.7%, pure human 25.8%)

Ahrefs · May 19, 2025

The Velvet Sundown AI band controversy

Berklee College of Music · 2025

The Velvet Sundown update, August 2025 (below 600,000 by mid-August)

Digital Music News · Aug 15, 2025 — the sequence is the opposite of the usual telling. Disclosure tripled the audience, and it evaporated inside six weeks

Middleware: the discovery collapse

The facts about Google’s push to AI and publisher traffic (median year-over-year Google search referral down 10% across eight weeks; non-news −14%, news −7%; declines outnumbering gains two to one)

Digital Content Next, 19 member companies, May–June 2025 · Aug 14, 2025

Google users are less likely to click on links when an AI summary appears

Pew Research Center, 900 US adults, 68,879 searches, March 2025 · Jul 22, 2025

Journalism, Media and Technology Trends and Predictions 2026

Reuters Institute for the Study of Journalism, 280 leaders across 51 countries · Jan 12, 2026

How AI’s hit to publisher traffic is quietly rewiring media M&A (revenue multiples compressed from roughly ten times to four-to-six; “deals are being paused because of AI Overviews”)

Digiday (Sara Guaglione) · Dec 1, 2025 — sourced to individual bankers rather than transaction data

Gen Alpha Leads Shift to AI-Powered Entertainment Search, Discovery and Recommendations (49% of 13–14-year-olds named AI chatbots the best source for TV and movie recommendations, against streaming interfaces 41% and search engines 11%)

Nielsen / Gracenote

Platform governance

Track monetization eligibility

Spotify for Artists · accessed 2026 — an unpublished, unappealable rule determining who gets paid. This, not the licensing deals, is where the governing happens

Universal Music Group and Amazon Music expand global relationship (Streaming 2.0; commits to address “unlawful AI-generated content, as well as protecting against fraud and misattribution”)

PR Newswire (UMG) · Dec 23, 2024

Universal Music Group and Spotify strike new multi-year agreement

PR Newswire (UMG) · Jan 26, 2025 — contains no AI or content-standards language at all. “Streaming 2.0” is UMG’s framework, and UMG is the common party to all three deals; there is no Spotify–Amazon or Spotify–YouTube agreement

UMG has a new YouTube deal that includes guardrails around AI (Grainge’s “third major Streaming 2.0 agreement”; mechanics undisclosed)

Music Business Worldwide · Oct 30, 2025 — aspirational press-release language, not published contractual provisions. No definitions, thresholds or enforcement procedures are public

Keeping Bandcamp Human

Bandcamp · Jan 13, 2026 — the first outright ban on AI-generated uploads by a significant music platform. Bandcamp does not claim “first” itself, and “major” is the contestable word

Apple Music launches AI transparency tags

Music Business Worldwide · Mar 5, 2026 — announced to industry partners Mar 4 via newsletter, so there is no public Apple newsroom primary. Apple “defers to content providers”; no independent verification layer

Adobe and NVIDIA announce strategic partnership (Adobe “will explore” NVIDIA’s Agent Toolkit and “evaluate” Nemotron models)

Adobe · Mar 16, 2026

Adobe unveils major expansion of Creative Agent (AI Assistant in public beta across Premiere, Photoshop, Illustrator, Frame.io and InDesign; After Effects private beta)

Adobe · Jun 18, 2026

Picsart now allows creators to hire AI assistants through an agent marketplace (four launch agents; WhatsApp and Telegram interfaces; paid tiers from ~$10/month)

TechCrunch · Mar 16, 2026 — the genuinely commercial one

Mediating institutions and arts-sector AI policy

An AI Roadmap for Nonprofit Arts and Culture Organizations — A³ (Arts × Admin × AI)

Devos Institute

AI: Arts Council England public position statement on the writing and assessment of funding applications (“We do not use AI technologies in carrying out the assessment, or decision-making on applications”)

Arts Council England · updated Jun 3, 2025

Responsible AI in Practice: The Journey of Arts Council England

Arts Council England · 2026

AI Technologies and Emerging Forms of Creative Practice

Arts Council England · Jan 2026

Humanity AI commits $500 million to build a people-centered future for AI (ten foundations: Doris Duke, Ford, Lumina, Kapor, MacArthur, Mellon, Mozilla, Omidyar, Packard, Siegel; “Humanities and Culture” one of five priority areas)

MacArthur Foundation · Oct 14, 2025

Humanity AI announces more than $18 million in new grants

Mellon Foundation · May 12, 2026

Doris Duke Foundation and Mozilla Foundation announce $6.5M commitment (Artists Make Technology, $11M over three years with Hewlett and Ford; the AMT Assemblies pillar exists to “co-develop shared values, frameworks, and language”)

Doris Duke Foundation · Jan 7, 2026 — this is what makes “no common framework” no longer defensible

CTRL + ART + APPLY: Navigating AI Ethics, Access, and Integrity in Grantmaking (“different funders will land in different places”; funders without clear policies “will find themselves making ad hoc decisions under pressure”)

Grantmakers in the Arts · Dec 17, 2025

Douglas McLennan: Taking opera back from big tech

OPERA America Magazine · Spring 2026

What Can AI Do for the Arts?

American Theatre (TCG) · Jun 19, 2025 — coverage, not a position.

Artificial Intelligence — member resources, contract provisions and advocacy

SAG-AFTRA · accessed 2026

Museums and heritage

AI in museums and community trust — a 2025 Annual Survey of Museum-Goers data story (43% want humans to develop all museum content including exhibitions; 29% accept AI for emails and website text but not exhibitions; 19% only for brainstorming; 9% comfortable anywhere — 72% reject AI in exhibition content outright; 45% want to be told every time)

American Alliance of Museums with Wilkening Consulting · Mar 30, 2026

UNESCO and ICOM launch Global Survey on the Use of Artificial Intelligence in Museums

ICOM · 2026 — launched May 2026, nine languages, closed Jul 21, 2026; an instrument, not yet findings, and the joint report has no publication date

NEMO presents 3 recommendations addressing the development of AI technology in museums

Network of European Museum Organisations · Mar 20, 2024 — non-binding; no EU instrument has adopted them

The Artsy AI Survey 2026

Artsy, 300+ gallery professionals, fielded February 2026 · Mar 18, 2026

The commons

The First Nations Principles of OCAP® — Ownership, Control, Access and Possession

First Nations Information Governance Centre · accessed 2026

CARE Principles for Indigenous Data Governance — Collective Benefit, Authority to Control, Responsibility, Ethics

Global Indigenous Data Alliance · published September 2019 — designed to complement FAIR, not replace it

United Nations Declaration on the Rights of Indigenous Peoples, Article 31 (“They also have the right to maintain, control, protect and develop their intellectual property over such cultural heritage, traditional knowledge, and traditional cultural expressions”)

United Nations, GA Resolution 61/295 · Sep 13, 2007

Cherokee Nation signs first AI policy, vows to protect language and culture (“Cherokee speakers must always be at the helm of any decisions of AI use involving the Cherokee language”)

Anadisgoi (Cherokee Nation) · Aug 21, 2025 — Executive Order 2024-07-CTH created the AI, Data Sovereignty and Cybersecurity Task Force on Oct 9, 2024.

Cherokee Nation Information Technology Artificial Intelligence (AI) Policy

Cherokee Nation · Aug 2025 — image-only PDF

Data Sovereignty and the Kaitiakitanga License (“Royalties on profits generated from commercial use of data must be shared back with the communities from which the data were collected”)

Te Hiku Media · May 2022, updated Oct 2023

Kaitiakitanga License — repository and licence text

Te Hiku Media · accessed 2026

A Practical Guide to creating your own Stewardship License

Papa Reo (Keoni Mahelona), written for Mozilla’s Data Futures Lab · Nov 8, 2024

IGC 52 Summary (fifty-second session, March 4–13, 2026, first of the 2026–27 mandate; negotiations on traditional knowledge and traditional cultural expressions carried forward)

WIPO Intergovernmental Committee · Mar 2026

Harvard’s Library Innovation Lab launches initiative to use public domain data to train artificial intelligence

Harvard Law School · Dec 12, 2024

Institutional Books 1.0: A 242B Token Dataset from Harvard Library’s Collections (983,004 public-domain volumes of 1,075,899 scanned; 386 million pages; 254 languages)

Cargnelutti, Cushman, Leppert, Zittrain et al., arXiv 2506.08300 · Jun 10, 2025

Institutional Books 1.0 — dataset card and Early-Access Terms of Use

Institutional Data Initiative · accessed 2026

Boston Public Library expands access to collections through AI-enhanced digitization

Boston Public Library · Mar 12, 2025

AI Factories

European Commission · accessed 2026

AI Gigafactories (call for up to seven; 77 proposals across 60 locations in 16 member states)

European Commission · Jul 2026

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

EleutherAI et al., arXiv 2506.05209, NeurIPS 2025 Datasets & Benchmarks · Jun 2025

The case for Public AI: making it happen with cultural heritage (public attributes, public control, public functions; proposes the data space act as “rights broker” and “trusted infrastructure”)

Common European Data Space for Cultural Heritage (Europeana) with Open Future · Jun 2026

Takeaways from a London workshop on CC signals (“simplifying our plans for CC signals, breaking them into their component parts as part of a research and development effort”)

Creative Commons · Jul 6, 2026

Introducing CC Signals: A New Social Contract for the Age of AI

Creative Commons · Jun 25, 2025

Statement on AI Training — full text and live signatory count (50,544 signatures)

Ed Newton-Rex · published Oct 22, 2024; count verified Jul 28, 2026 — self-reported and unaudited. Twenty-one months, fifty thousand names including Thom Yorke, Kate Bush, Kazuo Ishiguro and Julianne Moore, and no contract, statute or licensing obligation followed

Income floors and sector-specific labor policy

Minister O’Donovan announces the new Basic Income for the Arts Scheme

Department of Culture, Communications and Sport (Ireland) · Feb 2026

Basic Income for the Arts Scheme 2026–2029 — FAQ

Department of Culture, Communications and Sport (Ireland) · Apr 2026

Early research findings of the Basic Income for the Arts pilot

Department of Culture, Communications and Sport (Ireland) · 2025 — the quantitative findings. The risk-taking and quality findings come from a separate qualitative study (Dr Jenny Dagg, May 2025, 50+ interviews) and should not sit in the same register

Basic Income for the Arts (BIA) — scheme overview

Citizens Information (Ireland) · accessed 2026 — the control group is why the research exists; the essay’s earlier drafts omitted it

Ireland Launches Its Permanent Income for the Arts Scheme, Becoming the First Government Committed to Paying Artists

Smithsonian Magazine · Feb 2026

Guaranteed Income for Artists — program overview (2,400 artists across New York State, $1,000/month for 18 months, $46.6M distributed; final payments ended March 2024)

Creatives Rebuild New York · accessed 2026

AI Adoption Plan: Creative Industries

UK Government (Sally Davies, AI Champion for the creative industries) · Jun 8, 2026

KOCCA unveils 2026 Talent Roadmap to train webtoon creators with AI as major focus

Anime News Network · Jan 17, 2026

Leaders, creators and innovators come together at Canada’s first-ever National Summit on Artificial Intelligence and Culture (Banff, March 15–17, 2026; ~300 leaders; a joint AI and Culture Advisory Council announced)

Canadian Heritage · Mar 2026 — Canada’s dedicated AI-and-culture commitment is $300,000 over two years

Sectoral Workforce Solutions Program — program description

Employment and Social Development Canada · accessed 2026 — a general multi-sector program. It names no creative sector

Sectoral Workforce Solutions Program: 2026 projects (up to $94.5M over five years to 14 organisations)

Employment and Social Development Canada · Mar 9, 2026

A new era for media regulation in Europe: the European Media Freedom Act’s main obligations become applicable

European Board for Media Services, on Regulation (EU) 2024/1083 · applicable Aug 8, 2025

AI labor displacement and the limits of worker retraining

Brookings (Julian Jacobs) · May 16, 2025 — three named evaluations, not a vague gesture

How Retrainable Are AI-Exposed Workers?

Hyman, Lahey, Ni & Pilossoph, Federal Reserve Bank of New York Staff Report No. 1165 / NBER WP 34174 · revised Apr 2026

Representation and union coverage

About SAG-AFTRA (“approximately 160,000 actors, announcers, broadcast journalists, dancers, DJs, news writers, news editors, program hosts, puppeteers, recording artists, singers, stunt performers, voiceover artists and other media professionals”)

SAG-AFTRA · accessed 2026

SAG-AFTRA members approve 2026 TV/Theatrical contracts

SAG-AFTRA · 2026

Summary of the 2026 WGA MBA

Writers Guild of America ·

WGA ratifies 2026 Minimum Basic Agreement with AMPTP (4,738 votes; 4,282 in favour, 90.38%)

Writers Guild of America · Apr 24, 2026 — WGA West alone reports roughly 17,000 members (DOL OLMS filings, 2025)

Institutional disruption, capture and substitution (cross-references to Essays I and II)

Copyright and Artificial Intelligence — Part 3: Generative AI Training (Pre-Publication Version)

U.S. Copyright Office · released May 9, 2025

Perlmutter v. Blanche — docket and filings

Civil Rights Litigation Clearinghouse, No. 1:25-cv-01659 (D.D.C.) · filed May 22, 2025

Order granting injunction pending appeal — Perlmutter reinstated

U.S. Court of Appeals for the D.C. Circuit, No. 25-5285 · Sep 10, 2025

Supreme Court Leaves in Place Injunction Preserving Register of Copyrights Shira Perlmutter’s Position

Munger, Tolles & Olson, on Blanche v. Perlmutter, No. 25A478 · Jun 30, 2026 — a two-sentence unsigned order, expressly not a ruling on the merits. She is Register today; the removal question is undecided

Universal Music Group and Udio announce Udio’s first strategic agreements for a new licensed AI music creation platform