Can there be creative equity in the age of AI?

(Credit: Unsplash)

This article is brought to you thanks to the collaboration of The European Sting with the World Economic Forum.

Author: Faisal Kazim, Head, Centre for the Fourth Industrial Revolution, United Arab Emirates


  • Both human and machine creativity – via artificial intelligence (AI) – are inspired and learned from the surrounding world but machines are facing more legal challenges when “trained” on copyrighted content.
  • Existing legal frameworks were designed around human creativity but are now being stretched by machine capabilities, prompting the need to reevaluate frameworks to accommodate machine creativity without undermining human value.
  • Creative platforms should be universally accessible ensuring that the benefits of machine creativity are equitably distributed – creative equity – and that the digital future is inclusive.

Are we getting in the way of progress by not letting machines take inspiration from our world?

Charging an entity – whether organic or silicon-based – money to experience and learn from the beautiful world around us seems unjust. Yet, the world is up in arms because developers of artificial intelligence (AI) models have “trained” them on existing content. Critics argue that developers aren’t compensating those creating the content that makes up the training data. Adding to this logic is that much of this content is copyrighted.

In AI, “training” refers to the teaching of AI models to understand, interpret and generate predictions based on data. This process is how AI models and machines, more broadly, experience our world.

When it comes to humans, everything we experience plays a huge part in how we create new things. Inspiration comes through so many varied things, people and experiences in life, but we’re not expected to pay for each interaction or moment of ingenuity. To do so would debilitate the creative process.

If inspiration had a price tag

Consider any creative individual – music artist Ed Sheeran, for example. His exposure to and inspiration from diverse artists – from Damian Rice to Eminem – throughout his life has shaped the unique musical style that has made him one of the world’s most successful and influential musicians with multiple awards.

What if Sheeran could only perform once he paid everyone who inspired him and effectively learned from? Having faced a lawsuit for his song “Thinking Out Loud” for its alleged similarity to Marvin Gaye’s work, Sheeran was found to have no liability. One Washington Post op-ed described the suit as “a threat to Western civilization” and the equivalent of asking a painter to pay to use the colour red because someone else got there first.

Imagine if no artist, writer or actor could start creating without first compensating everyone who inspired them or if inspiration came with a price tag. Creating something new would be a luxury only the rich could afford, and how that would change our world.

For machines, this scenario is not hypothetical; it’s our reality. Numerous AI companies are being sued for training their models on copyrighted content. For example, The New York Times sued OpenAI and Microsoft, claiming that their AI tools use its content without permission. Getty Images sued Stable Diffusion creator Stability AI, claiming they used its copyrighted library of images to train the Stable Diffusion model.

Fair use?

In their defence, the AI developers say training AI with web content is “fair use,” a legal provision that allows for copyrighted material to be used without permission in certain circumstances.

Are these lawsuits really that different from Sheeran’s example? If not, some might see these AI lawsuits as a threat to our future civilization, and the time has come to ask if we should now treat machines like humans.

Given the rapid pace of development in AI over the past few years, unlocking machine creativity could lead to unprecedented advancements. For instance, accurate prediction of environmental changes, the development of medications and treatments, or algorithms that compose music or create art that resonates with human emotions in new ways. But what would that mean for the job market, society and our overall sense of value and purpose?

We may be far away from silicon-based entities replacing humans. However, we can start thinking about the best ways to enable machines to learn from our world without stifling innovation and allowing creativity and innovation to flourish unhampered, whether from humans or machines.

“

As we start to share the creative world with machines, ensuring universal accessibility of what they can produce will be crucial for fostering an inclusive digital future.”— Faisal Kazim, Head of UAE Centre for the Fourth Industrial Revolution and Director of Future Foresight at Dubai Future Foundation

The roots of creativity

The current legal framework was designed for a world where human creativity was the sole source of artistic and intellectual production and is being stretched to its limits by the capabilities of machines. The recent legal battles are symptomatic of a larger issue regarding the nature of creativity, ownership and inspiration. Until we confront this issue, the polarized views and large-scale lawsuits will continue.

Multi-stakeholder dialogues involving copyright holders, AI developers, legal experts, policymakers and representatives from the public are necessary to rethink legal and ethical frameworks to accommodate machine creativity while maintaining human purpose and value.

Furthermore, as we start to share the creative world with machines, ensuring universal accessibility of what they can produce will be crucial for fostering an inclusive digital future and paving the way for emerging talents from every corner of the world. It will ensure that the benefits from machines are equitably distributed.

Therefore, we must cultivate an environment where creative platforms are universally accessible, supporting the emergence of talent regardless of geographic and socio-economic barriers.

The views expressed are those of the author and may not necessarily represent the views of the United Arab Emirates Centre for the Fourth Industrial Revolution or Dubai Future Foundation unless otherwise noted.


Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe to get the latest posts sent to your email.

Interesting reads

© UNICEF/Rawan Eleyan A mother and her children go through their belongings after a room in their home was burned in a settler attack in southern Hebron, West Bank. (July 2025)

West Bank: Guterres alarmed as Israel imposes sweeping closures after deadly Hebron attack

This article is published in association with United Nations. The UN said on Friday it was “extremely alarmed” by intensifying violence in the occupied West Bank, as Israel moved to seal off the territory following a deadly attack on its soldiers in Hebron. Two Israeli soldiers were killed and at least five injured when gunmen […]
This article is published in association with United Nations.

‘Connect the dots’ between street protests and global turmoil, urges Guterres

This article is published in association with United Nations. The international community must combat inequality and stop wars from expanding to ensure a safer world for all, the UN Secretary-General said on Thursday. Speaking to reporters in New York ahead of a visit to Egypt, António Guterres addressed growing public discontent in Europe and beyond, […]
© SOS Méditerranée/Anthony Jean Up to $500 million was paid in migrant smuggling fees on sea routes to Europe in 2025, according to new UN estimates.

Migrants paid up to $500 million in smuggling fees on European sea routes

This article is published in association with United Nations. The price tag for smuggling on European sea routes reached up to half a billion dollars last year, the UN Office on Drugs and Crime (UNODC) and the UN migration office, IOM, reported on Wednesday. Key points Almost half of migrants trying to get smuggled into […]
The author of this article explored other courses in different fields, but it was in medicine that she found her place. From the beginning of her studies, Valéria discovered in medical practice more than just a career: she found her vocation when she realized that caring for others also gave meaning to her own life. Driven by a genuine desire to help, the student stood out as a Teaching Assistant in Public Health, strengthening her humanized perspective. Today, she is part of the coordinating board of IFMSA UNEX MED, working in the Human Rights and Peace (SCORP) area, where she transforms empathy into action and social commitment into real impact.

Global warming will breach 1.5°C – but deep, fast cuts can still bring it back

This article is published in association with United Nations. With global temperature rise set to exceed 1.5°C above pre-industrial levels, countries “must pull out all the stops” and urgently cut emissions to minimize the overshoot and return to the internationally agreed threshold by the end of this century. The recommendation comes in the Emissions Gap […]
© Agricultural Development Association – PARC A farmer in the West Bank harvest olives in October 2025. (file)

‘Season of fear’: Escalating Israeli attacks on West Bank olive farmers, deadly strikes on Gaza

This article is published in association with United Nations. Israeli attacks on war-torn Gaza over the weekend killed at least six Palestinians, including children, despite a year-old ceasefire agreement. Meanwhile, in the occupied West Bank, settler violence continued through the ongoing olive harvest, with UN independent experts on Monday urging Israel to protect Palestinian farmers. […]
This article is published in association with United Nations.

COP17: The world has a plan to save nature. Is it working?

This article is published in association with United Nations. The UN Secretary-General has called for an end to the “war on nature”. On Monday, governments gathering in Yerevan, Armenia, will have to confront a more practical question: are they doing enough to win the peace and put the world’s biodiversity goals back on track? COP17, […]
© WHO A large-scale combined missile and drone strike hit Kyiv's Solomianskyi district on August 20, 2026.

Ukraine: Critical health supplies destroyed in ongoing Russian attacks

This article is published in association with United Nations. Ongoing and deadly Russian attacks across Ukraine are causing serious healthcare disruption, with more than $1.5 million-worth of medicines and supplies destroyed in four separate strikes on warehouses used by the UN there since July. According to the World Health Organization (WHO), 21 warehouses have been […]
© UNICEF/Niccolò Corti A child sits alone, praying, at a reception centre for migrants in Lampedusa, Italy.

World News in Brief: West African migrant crossings, Argentina takes UK to maritime tribunal, farming in Gaza, mental health update

This article is published in association with United Nations. Fewer people from West Africa are reaching Europe by sea, but the journey has not become safer, the UN migration agency (IOM) said on Tuesday. Arrivals from Mali, Senegal, Guinea and The Gambia fell by 59 per cent in the first half of 2026 compared with […]
© UN Ukraine The aftermath of a drone attack in a residential area in Kyiv on 12 October.

Ukraine: Residents killed and dozens injured in attacks on Kharkiv and Kyiv

This article is published in association with United Nations. Russian attacks in recent days on on Ukraine’s two largest cities have again killed and injured civilians, damaged homes and civilian infrastructure, the UN aid coordination office (OCHA) said on Tuesday. Aid workers and rescuers were on the ground in Kyiv and Kharkiv following aerial strikes that […]
© IOM The war in Sudan has created extreme levels of displacement, both internally and across Sudan’s borders.

‘Efficiency has limits’: UNHCR chief warns refugee protection is buckling under cuts

This article is published in association with United Nations. The money is running out faster than needs are growing: with 117 million men, women and children now forced from their homes, the UN refugee agency (UNHCR) has received just $3 billion of the $8.5 billion it needs this year – and its chief, Barham Salih, warns […]
© UNOCHA/Ramatoulaye Moussa Maz A woman walks through a camp for displaced people in Ituri Province in eastern DR Congo, where decades of violence have impacted millions, creating a humanitarian emergency.

Rise in poverty is ‘a wake-up call for the world’, UN development chief says

This article is published in association with United Nations. The number of people living in “multidimensional” poverty has risen for the first time in 15 years, reaching 1.2 billion, as families struggle to meet their basic needs.  The finding comes in the 2026 update of the global Multidimensional Poverty Index (MPI) published by the United Nations […]
© UNDP Nidaa with the chickens and ducks she raises in Gaza.

Sustaining livelihoods amid crisis in Gaza

This article is published in association with United Nations. Nidaa, Hanaa and Hanin have different stories, but share a common thread: the determination to build something of their own and keep it going despite extraordinary challenges facing them in war-ravaged Gaza. Following the devastation of the past three years, productive capacity in Gaza has been severely […]
© UNICEF/Oleksii Filippov A firefighter works on the balcony of a wrecked building in Kyiv, Ukraine.

World News in Brief: Russian attacks continue in Ukraine, Gazans shelter in flood-prone areas, keeping sight of eye health

This article is published in association with United Nations. UN human rights chief Volker Türk said on Thursday he was appalled by a wave of attacks that have killed civilians across Ukraine over the past four days.  They include a strike on two public buses in Kramatorsk on Thursday, that left at least 30 civilians dead, […]
This article is published in association with United Nations.

Ukraine: UN condemns latest attacks and calls for civilian protection

This article is published in association with United Nations. The UN Humanitarian Coordinator for Ukraine on Wednesday called for an end to attacks against civilians following further overnight strikes by Russian forces that reportedly killed at least 19 in the Chernihiv Region. Among the dead in Pryluky were five children, three of them babies, according to the […]
© UNICEF-SoP/Crickx People walk down a dusty road in the West Bank carrying belongings.

Israeli demolition in East Jerusalem displaces 69 Palestinians

This article is published in association with United Nations. Sixty-nine Palestinians – more than half of them children – were displaced on Tuesday after Israeli authorities green lit the demolition of their residential building in the At Tur area of East Jerusalem, the UN aid coordination office (OCHA) has reported. This is the highest number of […]
This article is published in association with United Nations.

‘The clock on AI regulation is ticking’, warns UN rights chief

This article is published in association with United Nations. The world is running out of time to put guardrails on artificial intelligence, UN High Commissioner for Human Rights Volker Türk warned Monday, as a “ruthless race” between companies and countries raises concerns about human safety and even humanity’s survival. Speaking in the UK at an AI […]
© UNOCHA/Alina Basiuk A school in Ukraine lies in ruins after being hit by a missile.

Ukraine war ‘a human rights catastrophe’ that must end, says Türk

This article is published in association with United Nations. Human Rights The war in Ukraine is a human rights catastrophe that is “growing and intensifying by the week” and threatening an even greater disaster across the region, UN High Commissioner for Human Rights Volker Türk said on Friday. Addressing the Human Rights Council in Geneva, Mr. […]
UN News Massive tent settlement of displaced residents extends along the damaged Gaza coastline.

Palestinians yearn for ‘a return to normal life’, says top Middle East peace envoy

This article is published in association with United Nations. The UN is continuing efforts to support Palestinians in Gaza amid major challenges to humanitarian access, reconstruction and the restoration of essential services, according to Ramiz Alakbarov, Acting UN Special Coordinator for the Middle East Peace Process. Speaking to UN News on the margins of the UN […]
©UNIFIL/Tilak Pokharel UNIFIL personnel distribute food kits to displaced families in Saida, Lebanon (file).

Lebanon: One in five children goes to bed hungry, says UNICEF

This article is published in association with United Nations. Four in five households in Lebanon struggle to afford basic necessities today, with children increasingly going without food, missing school and being pushed into work as conflict compounds years of economic crisis. “I wanted to buy clothes for my children, but I could not. I also wanted […]

Why don't you drop your comment here?

Go back up

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading

The European Sting – Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology – europeansting.com