Visitors observe Living Architecture: Gehry, by Turkish-American media artist Refik Anadol, an audiovisual installation that reimagines Frank Gehry’s architectural legacy through AI and generative art, at the Guggenheim Museum in Bilbao, Spain, March 6. Reuters
Visitors observe Living Architecture: Gehry, by Turkish-American media artist Refik Anadol, an audiovisual installation that reimagines Frank Gehry’s architectural legacy through AI and generative art, at the Guggenheim Museum in Bilbao, Spain, March 6. Reuters
Visitors observe Living Architecture: Gehry, by Turkish-American media artist Refik Anadol, an audiovisual installation that reimagines Frank Gehry’s architectural legacy through AI and generative art, at the Guggenheim Museum in Bilbao, Spain, March 6. Reuters
Visitors observe Living Architecture: Gehry, by Turkish-American media artist Refik Anadol, an audiovisual installation that reimagines Frank Gehry’s architectural legacy through AI and generative art


AI is changing the modern landscape and that includes museums


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  • Arabic

April 03, 2025

Recently I read a fascinating article about scientists from Khalifa University in Abu Dhabi having made a groundbreaking discovery using AI and satellite technology. The team developed a machine-learning algorithm that analyses satellite images, detecting hidden archaeological sites buried beneath the desert’s sands.

The breakthrough focused on the Saruq Al Hadid archaeological site in the UAE, where the AI system uncovered remnants of a 5,000-year-old lost civilisation, providing new insights into ancient human settlements. This discovery marked a significant advancement in archaeology, as AI can now efficiently process large amounts of data to identify potential excavation sites, reducing the need for lengthy traditional digs.

This AI-based method offers global potential, extending beyond the UAE to other desert regions like North Africa and the Middle East.

Museums have evolved significantly over the years, transitioning from places of study where artefacts are preserved and exhibited to dynamic centres for learning and engagement.

As AI and other technologies become more integrated into museum experiences, audiences may come to expect increasingly sophisticated interactions

In recent years, technological advancements, particularly in artificial intelligence (AI), have begun to reshape the landscape of museums, influencing both audience engagement and expectations. This transformation is envisioning future museums as spaces that embrace unconventional experiences, prioritise visitor engagement, combine diverse elements, stimulate emotional journeys, use historical insights to inform future possibilities, and provide opportunities for reflection.

One significant trend shaping the future of museums is termed “polarised personalisation”. Modern audiences increasingly seek a balance between individuality and belonging to a community. This dichotomy is evident in the rise of user-generated content (UGC), where businesses enable consumers to create and share their own experiences.

The global subscription-based entertainment, valued at $137 billion in 2023, is projected to grow to $225 billion by 2030, reflecting consumers’ increasing demand for personalised services.

Similarly, the sharing economy, estimated at $387 billion in 2022, is expected to reach $827 billion by 2032. These trends indicate that future museums must navigate the complexities of understanding visitors as both individuals and members of specific interest groups. AI will play a crucial role in managing these relationships, helping museums offer tailored experiences while fostering a sense of community.

In the future, museums will also embrace optimised spatial storytelling, presenting compelling narratives that engage audiences within limited space and time. Rather than merely forecasting the future, museums can now create immersive parallel worlds using extended reality (XR) technologies such as virtual reality (VR), augmented reality (AR) and holograms.

These technologies will allow museums to craft compelling experiences that exist in both physical and digital realms. AI will also enable the personalisation of these experiences, allowing each visitor to engage with museum content in a unique and meaningful way.

Several museums around the world have already begun integrating AI into their operations to enhance visitor experiences. The Museum of African American History in Boston, for example, introduced an interactive hologram of Frederick Douglass, allowing visitors to engage in a dynamic, AI-driven dialogue based on his writings.

The Vatican, in collaboration with Microsoft, developed an AI-generated digital twin of St Peter’s Basilica, enabling virtual exploration and aiding in conservation efforts.

Similarly, the Houston Museum of Natural Science partnered with ReBoKeh, an app for visitors with impaired vision, demonstrating how AI can improve accessibility and inclusivity in cultural spaces.

Despite these exciting advancements, however, museums face several challenges in adopting AI-driven technologies. One major concern is resource constraints, as implementing AI requires significant investment in infrastructure and expertise, which may be a barrier for small to medium institutions.

Ethical considerations also come into play, particularly regarding data privacy and security, ensuring that visitor data is used responsibly and transparently.

Furthermore, there is a risk that immersive technologies could overshadow the intrinsic value of physical artefacts. While digital engagement is important, museums must strike a balance between technological innovation and the authenticity of their collections.

Managing visitor expectations is another challenge. As AI and other technologies become more integrated into museum experiences, audiences may come to expect increasingly sophisticated interactions. Museums will need to continuously innovate and adapt, which can be both costly and resource-intensive.

If and when AI-driven personalisation becomes more prevalent, questions will arise about the implications of algorithmic curation just as we see various social media platforms choosing what to emphasise on our feed and what to limit or entirely remove. Will AI recommend content that reinforces existing preferences, limiting opportunities for discovery?

Museums must deal with these questions to ensure they remain spaces of learning, curiosity and open dialogue. The integration of AI into museums signifies a transformative shift in how these institutions operate and engage with their audiences.

While the opportunities for enhanced storytelling, personalisation, and accessibility are vast, museums must also address the challenges that come with adopting these new technologies. The future of museums will not simply be about displaying collections – it will be about creating meaningful, immersive and inclusive experiences that connect people to history, culture and one another.

As AI continues to shape the cultural sector, museums must remain committed to ethical, sustainable and thoughtful innovation to ensure they remain relevant for generations to come.

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Ten tax points to be aware of in 2026

1. Domestic VAT refund amendments: request your refund within five years

If a business does not apply for the refund on time, they lose their credit.

2. E-invoicing in the UAE

Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption. 

3. More tax audits

Tax authorities are increasingly using data already available across multiple filings to identify audit risks. 

4. More beneficial VAT and excise tax penalty regime

Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.

5. Greater emphasis on statutory audit

There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.

6. Further transfer pricing enforcement

Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes. 

7. Limited time periods for audits

Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion. 

8. Pillar 2 implementation 

Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.

9. Reduced compliance obligations for imported goods and services

Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations. 

10. Substance and CbC reporting focus

Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity. 

Contributed by Thomas Vanhee and Hend Rashwan, Aurifer

 

 

About Takalam

Date started: early 2020

Founders: Khawla Hammad and Inas Abu Shashieh

Based: Abu Dhabi

Sector: HealthTech and wellness

Number of staff: 4

Funding to date: Bootstrapped

Updated: April 03, 2025, 7:37 AM