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ExplainerAI PolicyExplainer· 4 min read· in Culture

UNESCO: Only 1 of 148 Global AI Bills Addresses Culture, Creating 'Legal Void' for Creators

A sweeping 2026 UNESCO report reveals that only one of 148 global AI bills addresses culture, leaving creators economically exposed to generative AI. The findings provide a roadmap for policymakers to close the regulatory gap and protect the $254 billion global cultural economy.

By Lucia Morales

Cultural Policymakers 40%Creator Advocacy Groups 35%Digital Access Advocates 15%Regulatory Analysts 10%
Cultural Policymakers
Argue that international frameworks must explicitly protect cultural diversity and artist remuneration from AI disruption.
Creator Advocacy Groups
Focus on the immediate economic threat to artists, demanding copyright enforcement and fair compensation for training data.
Digital Access Advocates
Emphasize the role of libraries and digital inclusion hubs in bridging the gap between the Global North and South.
Regulatory Analysts
Examine the broader landscape of AI legislation, noting that early laws prioritized physical safety and data privacy over cultural impact.

Perspectives this story doesn't cover

  • Commercial AI Developers
  • Open-Source AI Advocates

Why it matters

As generative AI models reshape the global economy, the artists, writers, and musicians whose work trains these systems have been left without legal protections. Understanding this regulatory blind spot is the first step toward building a fair digital economy that compensates human creativity rather than extracting it.

As artificial intelligence reshapes the global economy, lawmakers have raced to establish guardrails. Between 2016 and 2024, governments around the world passed 148 distinct bills designed to regulate AI, targeting everything from autonomous vehicles to algorithmic bias in healthcare and finance.[4][5]

Yet, a sweeping new policy review has uncovered a glaring omission in this legislative sprint. According to the 2026 edition of UNESCO's 'Re|Shaping Policies for Creativity' report, out of those 148 national AI bills, only a single piece of legislation identifies culture as its primary subject matter.[2]

This oversight has created what the United Nations agency describes as a 'regulatory vacuum' or 'legal void' for the world's artists, writers, and digital creators. While 85 percent of surveyed countries have implemented broad digital cultural strategies, the specific mechanisms of generative AI have largely bypassed the cultural sector's legal defenses.[2]

UNESCO found that out of 148 national AI bills passed globally, only one centered on the cultural sector.

The economic stakes of this void are massive. The global trade in cultural goods recently doubled to reach $254 billion, and digital revenues now account for 35 percent of creators' total income. However, the rapid ingestion of copyrighted works by large language models and image generators threatens to destabilize this foundation.[5]

Without targeted policy interventions, the financial impact on the creative middle class could be severe. UNESCO projects that music creators could see their revenues plummet by 24 percent by 2028 due to the proliferation of synthetic, AI-generated audio.[1]

Professionals in the audiovisual sector face a similarly steep cliff, with projected income losses of 21 percent over the same period. As AI-generated outputs flood global marketplaces, human creators are experiencing diminishing returns on their original work and heightened exposure to intellectual property violations.[1]

Projected income losses for creators by 2028 if the regulatory vacuum around generative AI persists.

How did the cultural sector get left behind in the first wave of AI regulation? Early legislative efforts naturally prioritized physical safety, data privacy, and existential risk. Lawmakers treated generative AI primarily as a technology and national security issue, focusing on high-risk systems like facial recognition and critical infrastructure.[4][5]

How did the cultural sector get left behind in the first wave of AI regulation?

Because art, literature, and music are often viewed through the lens of copyright rather than public safety, they were sidelined in overarching AI frameworks. Consequently, the unauthorized scraping of cultural data to train commercial models currently operates in a legal gray area in most jurisdictions, leaving creators to fight complex battles in civil court rather than relying on statutory protections.[1][5]

The anxiety within the creative community is palpable. According to the UNESCO data, an overwhelming 79 percent of cultural professionals now perceive AI as a direct threat to their livelihoods. They cite the unlicensed use of their copyrighted data and the broader devaluation of human creativity as their primary concerns.

This vulnerability is further compounded by a persistent global digital divide. While 67 percent of populations in developed nations possess essential digital skills, that figure drops to just 28 percent in developing countries.

The digital skills gap leaves creators in the Global South particularly vulnerable to AI disruption.

This disparity means that creators in the Global South are doubly exposed. Not only do they lack the digital infrastructure to compete with the sheer volume of AI-scaled content, but their local cultural expressions are frequently scraped without compensation to train models predominantly owned by Western technology giants.[5]

The homogenization of culture is a secondary, yet equally profound, risk. When AI systems are trained on narrow, dominant datasets, they tend to reproduce standardized, predictable outputs that marginalize lesser-known creators and minority languages.[3]

However, the identification of this legal void is serving as a catalyst for action. By quantifying the exact scope of the regulatory gap, the UNESCO report provides a concrete roadmap for policymakers to integrate cultural protections into the next generation of AI laws.[5]

Advocates are pushing for libraries to serve as digital inclusion hubs to help communities navigate the AI transition.

Advocacy groups and cultural institutions are already mobilizing around these findings. Organizations like the International Federation of Library Associations (IFLA) are pushing for libraries to be recognized as essential digital inclusion hubs, ensuring that local communities retain control over their cultural narratives and receive the training needed to navigate an AI-driven landscape.[3]

The emerging consensus points toward a framework of 'cultural sovereignty'—the principle that nations must actively safeguard their artistic heritage from algorithmic extraction. As governments draft new legislation, the focus is shifting from merely mitigating AI's technical risks to actively defending the human creativity that underpins the global cultural economy.[3][5]

What to know

  1. A 2026 UNESCO report found that only 1 of 148 global AI bills addresses the cultural sector.
  2. This regulatory vacuum leaves creators exposed to uncompensated data scraping by generative AI models.
  3. Music creators could lose 24% of their revenues by 2028 without targeted policy interventions.
  4. Early AI legislation prioritized physical safety and data privacy, sidelining copyright and artistic heritage.
  5. Advocates are now pushing for 'cultural sovereignty' to be integrated into the next wave of AI laws.

Where opinion splits

Cultural Policymakers

International bodies pushing for explicit cultural protections in AI law.

Organizations like UNESCO and Culture Action Europe argue that treating AI purely as a technology or security issue ignores its profound impact on human heritage. They advocate for a rights-based approach where cultural sovereignty is protected, ensuring that algorithms do not homogenize global art and that creators are fairly compensated when their work is used as training data.

Creator Advocacy Groups

Artists and industry groups demanding immediate economic safeguards.

For the creative middle class, the AI boom is an existential economic threat. Advocacy networks emphasize that the unauthorized scraping of copyrighted material is a massive transfer of wealth from individual artists to tech platforms. They are lobbying for strict transparency mandates, requiring AI developers to disclose their training data and provide opt-in licensing models with direct remuneration.

Digital Access Advocates

Institutions focused on bridging the digital divide and preserving local knowledge.

Groups like the International Federation of Library Associations (IFLA) highlight that the AI revolution disproportionately benefits the Global North. They argue that without sustained investment in digital literacy and local library infrastructure, communities in the Global South will become mere data sources for Western AI models, rather than active participants in the digital creative economy.

Sources

Source coverage

5 outlets

4 viewpoints surfaced

Cultural Policymakers 40%Creator Advocacy Groups 35%Digital Access Advocates 15%Regulatory Analysts 10%
  1. [1]Creatives UniteCreator Advocacy Groups

    AI set to slash creators' revenues by up to 24% by 2028, UNESCO warns

    Read on Creatives Unite
  2. [2]NetInfluencerCreator Advocacy Groups

    A Single AI Law Addresses Culture Globally Amid Creator Revenue Threats

    Read on NetInfluencer
  3. [3]IFLADigital Access Advocates

    Culture remains a blind spot in AI policy, UNESCO warns

    Read on IFLA
  4. [4]Royal Society PublishingRegulatory Analysts

    The global landscape of AI legislation and regulatory frameworks

    Read on Royal Society Publishing
  5. [5]Factlen Editorial TeamRegulatory Analysts

    Synthesis by Factlen editorial team

    Read on Factlen Editorial Team

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