Summary: February 18, 2026 brought the release of UNESCO’s flagship monitoring report, the 2026 edition of Re|Shaping Policies for Creativity, and UN News made the topline number its lead: by 2028, outputs from generative AI are projected to strip 24 percent from global revenues for music creators, while audiovisual creators stand to lose 21 percent. What the report does for the AI industry is convert the “does AI hurt creators” argument into a risk assessment pinned to hard numbers and a timeline: a music industry set to lose a quarter of its revenue inside three years.
February 18, 2026 brought the release of UNESCO’s flagship monitoring report, the 2026 edition of Re|Shaping Policies for Creativity, and UN News made the topline number its lead: by 2028, outputs from generative AI are projected to strip 24 percent from global revenues for music creators, while audiovisual creators stand to lose 21 percent. Fourth in the series, the report follows how more than 120 parties are implementing the 2005 Convention on the Protection and Promotion of the Diversity of Cultural Expressions, and publication was backed by the Government of Sweden and the Swedish International Development Cooperation Agency.
What the report does for the AI industry is convert the “does AI hurt creators” argument into a risk assessment pinned to hard numbers and a timeline: a music industry set to lose a quarter of its revenue inside three years. Any product that draws on creative content for training or aims its output there — music generation, video generation, licensing platforms — will run straight into the licensing negotiations, litigation, and regulatory pressure that follow.
How Big the Hit Is, and Who Absorbs It
Generative AI is ranked in the report as the leading structural risk confronting the cultural and creative industries. Both numbers size the hit that generative AI outputs will deliver, worldwide, to music and audiovisual creators’ revenues respectively, with the damage dated to 2028. Nor is content substitution the only channel of harm: UNESCO also calls out the market’s heavy concentration in a few streaming platforms, whose opaque curation algorithms push lesser-known creators to the margins — a visibility problem that only deepens as AI-generated content pours into the catalogs.
Then there is a figure that draws far less attention: statistical systems for monitoring digital cultural consumption are under construction in only 48 percent of countries. Over half the market cannot so much as size the blow — part of why policy responses keep arriving late.
Digital Already Carries a Third of Creator Income
Digital channels now deliver 35 percent of creators’ income, more than twice the 17 percent share of 2018. The change is structural: earnings have pooled on platforms and algorithmic distribution, and what comes with the concentration is shakier income plus wider exposure to intellectual property violations. That heavily digitized, platform-ruled income base is exactly where the 24 percent generative AI shock will land.
Skills tell a similarly lopsided story: essential digital skills reach 67 percent of the population in developed countries, versus 28 percent in developing ones. When creation and distribution have both gone digital, a skills gap translates one-for-one into an income gap.
A Creative Digital Divide That Keeps Widening
The trade figures shine: global cultural goods trade doubled, hitting $254 billion in 2023, with developing countries supplying 46 percent of exports. Cultural services trade — the terrain the market is shifting onto as content goes digital — tells a different story: the developing-country share sits barely above 20 percent, and the divide widens exactly through the digital transition.
Mobility runs into a wall of its own: 96 percent of developed countries back their own artists’ outward mobility, yet only 38 percent make inbound movement easier for artists from developing nations. Fold in direct public culture funding that sits below 0.6 percent of global GDP and keeps falling, and Global South creators end up squeezed from three directions.
8,100 Policy Measures, and It Still Isn’t Enough
More than 8,100 cultural policies and measures from parties to the 2005 Convention are counted in the report, and cultural and creative industries appear in the national development plans of 85 percent of countries — yet just 56 percent attach specific cultural objectives. UNESCO Director-General Khaled El-Enany reads the present moment as a critical one for the creative economy. The safety net around artistic freedom stays thin: independent monitoring bodies for artistic freedom exist in only 61 percent of countries, and measures to protect cultural professionals at risk are reported by a bare 37 percent. The gender trend inches upward: the share of national cultural institutions led by women reached 46 percent in 2024, against 31 percent in 2017, though the split between developed (64 percent) and developing (30 percent) countries remains stark. UNESCO itself has supported over 100 countries in designing or reforming cultural policies, and its International Fund for Cultural Diversity has put money into 164 projects across 76 countries of the Global South.
Takeaways for Content Platforms and AI Product Teams
Three conclusions worth acting on. First, creators should be treated as a supply chain, never as free corpus: the projected 24 percent hit to revenues will turn collective licensing, royalty distribution, and provenance into hard requirements, and products that get revenue-sharing and labeling mechanics in early will negotiate from strength. Second, measurement can be a product feature in its own right: governments themselves are missing digital consumption statistics, so a platform that hands creators transparent, verifiable distribution and payout data holds genuine differentiation. Third, the market has started pricing policy risk: cultural policy spent years dismissed as a soft issue, yet once damage gets quantified at industry scale, the report’s central call — countries raising cultural policy to a strategic priority — becomes a question of when, not whether.