Friday, October 16, 2026
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AI threatens traditional legal frameworks and intellectual property rights

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As artificial intelligence accelerates across global markets, developing nations find themselves caught in a complex struggle between adopting breakthrough technologies and preserving legacy legal frameworks. In Ethiopia, this tension is acutely visible across intellectual property (IP), data governance, and national development strategies.

Experts caution that the widespread deployment of advanced AI systems directly challenges long-established legal principles, threatens traditional protections for creators, and exposes deep structural gaps in domestic data infrastructure.

Teshager Dagne, an Associate Professor and the Ontario Research Chair in Governing Artificial Intelligence at York University in Canada, told Capital that modern AI architecture fundamentally threatens the foundation of copyright, patents, and trademarks.

“Throughout the history of technology, how society controlled and steered new technologies determined their utility and direction,” he noted. “Today, AI is challenging established legal frameworks. Copyright and patent laws are being dismantled by artificial intelligence.”

Elaborating on the issue, he explained that an author publishing a book today might find that work ingested into AI training datasets without permission, attribution, or compensation. The system can then generate content mirroring the original work, rendering the author’s copyright ineffective. A similar dynamic applies to patented innovations and trademarks, creating a legal gap where creators and innovators have limited recourse.

As the global AI race accelerates, African nations, particularly Ethiopia, face distinct structural hurdles. According to Teshager, the “data deficit” stands out as the most urgent challenge. While public sector institutions, hospitals, schools, and government agencies hold substantial volumes of valuable data, researchers and domestic AI developers struggle to access it.

“There is plenty of data in the public sector, but there is an infrastructural challenge and no direct pathway for researchers to utilize it,” he explained. “Legally speaking, older statutes remain tied to legacy technologies. When approached, institutions often claim exclusive copyright over public records, which unintentionally curtails and constrains the growth of artificial intelligence.”

This barrier is compounded by the fact that most commercial AI systems are trained primarily on foreign data. When Ethiopian users rely on these tools, the outputs reflect external knowledge frameworks that lack local context, cultural nuances, and linguistic accuracy. Teshager warned that relying excessively on foreign AI outputs rather than localized sources risks eroding credibility and information integrity.

“At the policy and strategy level, the country has an AI roadmap aimed at leveraging technology to solve societal problems at a micro level,” the professor said. “However, realizing this vision requires investing heavily in compute infrastructure and reforming bottleneck laws across intellectual property, data access, and technological development.”

Furthermore, AI development demands significant computing capacity, including specialized Graphics Processing Units (GPUs), secure data storage, and scalable cloud systems—resources that remain financially out of reach for many independent Ethiopian researchers. This constraint extends across the continent, where technological talent is often limited not by skill, but by insufficient access to high-performance computing environments.

While cloud infrastructure is expanding within Ethiopia, broader regional accessibility remains a work in progress. Nevertheless, the country has made tangible investments in foundational infrastructure.

In February 2026, the Ethiopian Artificial Intelligence Institute, in partnership with the UNDP and Addis Ababa University, inaugurated the AI UniPod—a modern facility equipped with specialized laboratories, robotics equipment, high-performance computing systems, and collaborative learning spaces designed to accelerate Ethiopia’s digital transition.

“You cannot isolate AI as a single technology,” Teshager noted. “It relies on an entire ecosystem of information infrastructure, storage, GPUs, and raw computing power. Because these assets are capital-intensive, they remain difficult to access for the majority of local researchers.”

Technological infrastructure alone is insufficient, according to Teshager. Ethiopia must actively cultivate a specialized workforce capable of building models, conducting advanced research, driving commercial applications, and establishing regulatory guardrails. This requires embedding foundational digital literacy and AI concepts throughout the educational system, from primary schooling through university curricula.

Drawing international comparisons, Teshager pointed to Canada, which launched the world’s first national AI strategy in 2017. Canada’s policy emphasizes proactive workforce transition, supporting industry adoption, and mitigating labor displacement through structured retraining programs.

However, international experience shows that commercial integration takes time. By 2024, only 4.7 percent of Canadian enterprises had formally adopted AI technologies, reflecting broader global challenges surrounding specialized talent shortages and implementation costs.

“If there is viable commercial demand, businesses will adapt,” the researcher stated. “When governments invest in developing a highly skilled technical workforce, enterprises are better positioned to integrate AI productively rather than resorting to workforce reductions. Strategic government direction is essential.”

Assessing Ethiopia’s broader readiness, Teshager noted that while a complete evaluation requires continuous benchmarking, regional technology indices consistently highlight areas for improvement. Regional indices such as the Africa Technology Index place Ethiopia behind continental leaders like Egypt, South Africa, Kenya, and Nigeria in digital infrastructure and readiness.

In government AI readiness assessments across the region, Egypt ranks among the leading African nations (51st globally in Oxford Insights’ 2025 index with a score of 57.5), followed by Kenya (65th), South Africa (67th), Mauritius (71st), and Nigeria (72nd). Overall, Sub-Saharan Africa continues to navigate infrastructural bottlenecks alongside steady digital expansion.

“Ultimately, the pace of technology adoption is directly determined by domestic infrastructural capacity,” Teshager concluded.

The departure of artistic imagination: From the divine sacred dome of the Sistine Chapel to the gruesome horror movies of Netflix

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Artistic expressions—whether in the form of literary fiction like a novel or poetry, performing arts like drama or opera, or visual arts such as painting and sculpture—embody and represent the cultural, philosophical, and political stage into which a society is ushered. However, a rampant debate persists: Does a work of art merely reflect the society in which it was produced, or do artists, using their powerful imaginations, create the world they believe society ought to be ushered into?

Artists are undoubtedly influenced by personal experiences, as well as theoretical and intellectual forces that shape their thinking and creative work. Yet, their personal convictions and intellectual formation serve as the inner drive that leaves an indelible print on their art. It is very difficult to imagine an artistic work that does not reflect the personal philosophy or convictions of its creator. At the same time, some critics of this theory argue for the agency of the consumers, emphasizing the role that the audience plays in interpreting and influencing art.

In my humble opinion, the most modest approach to this debate is to consider both the external environment in which the artwork is produced and the inner personal philosophy of the artist together to gain a proper understanding of the topic.

From Divine Order to Human-Centric Art

One of the most brilliant Italian Renaissance artists and scientists of his time, Michelangelo, is primarily known for his work in sculpture, painting, architecture, and poetry. His creations predominantly reflect a medieval, Christian-dominated society. As a product of that era, much of his premodern work is religious, focusing primarily on characters from the Bible.

For instance, the marble sculpture of David represents the biblical hero before his battle with Goliath, symbolizing human strength, courage, and ideal beauty. Similarly, his other works—including marble sculptures of the Virgin Mary and Moses, as well as ceiling paintings in the Sistine Chapel—exhibit both the deeply religious imagination of the artist and the broader social climate. It would have been unthinkable for the artist to imagine differently, as the Church would have sanctioned and discouraged such intellectual or artistic autonomy.

Because Michelangelo lived in a deeply Christian Renaissance society, his works predominantly reflected Christian values. Even when he produced art that was not explicitly biblical, he still dwelt on themes with strong spiritual connections. For example, some of his poems explored love, beauty, aging, mortality, and spirituality rather than simply retelling biblical stories.

Christian values were so deeply entrenched that when Michelangelo painted The Last Judgment on the Sistine Chapel altar wall, it contained many nude figures, drawing strong criticism from church officials. There were even calls to remove or alter the work, and after his death, another artist was hired to add drapery to cover the nudity. Even though Michelangelo did not always operate exclusively under strict Christian underpinnings, his art operated at the intersection of Christian theology, Renaissance humanism, and classical Greek and Roman aesthetics.

This controversy highlights a fundamental truth: art in the medieval period was expected to strictly portray Christian values and philosophical underpinnings to instill virtues such as truth, morality, spirituality, and mortality. These elements were considered essential to bring the medieval person closer to God and to aid in spiritual formation and devotion.

The Shift Toward Modernity and Postmodern Relativism

The intellectual evolutions that followed—such as the Renaissance and the Enlightenment—dismantled the old social structure where religion sat at the center, allowing alternative worldviews to compete for the artistic mind. This later fostered artistic works that defied traditional order, taking humanity itself as the center of artistic curiosity instead of theological themes. As philosophy changed, art changed.

By the 19th century, modernity embraced scientific explanations of reality, and religion was increasingly confined to the private sphere. Consequently, art began to follow suit: the mundane, daily life, and the regular person became objects of interest. The art world left the sacred setting of the church, wandering out to capture the ordinary member of society.

This departure became complete when postmodernism turned long-established philosophical and religious notions of truth upside down by proposing that truth is relative. The notion that art should reflect grander themes like objective truth, sacredness, and love was cast aside; instead, art was expected simply to allow the artist to express subjective beauty, truth, and individuality. The era was marked by a retreat from absolutism.

As the well-known American philosopher Francis Schaeffer wrote, under the backdrop of Renaissance humanism, enlightenment rationalism, and modern skepticism culminating in postmodern relativism, the Western mind, culture, and civilization gradually retreated from truth, moving away from the idea of objective, knowable reality. The art world has since been the battlefield where these opposing minds clash for the heart and soul of the masses.

The Evolution of Ethiopian Art and Modernity

When tracing the trajectory of Ethiopian art and literature, the narrative reveals a profound tension between deep-rooted indigenous traditions and successive waves of external ideologies. For centuries, Ethiopian artistic and cultural expression was heavily dominated by Oriental Christianity—so much so that some European observers historically mischaracterized Ethiopia as merely a periphery of the Byzantine civilization, overlooking its distinct autonomy and internal depth. The nation’s experiment with modernity, which began in the early years of Emperor Menelik II and intensified during the early 1960s, initiated a decisive shift toward modernist philosophies.

However, this evolution was abruptly fractured by the Marxist-Leninist government, which radically overhauled the existing intellectual currency and steered the nation headlong into the unchartered waters of socialist ideology. As prominent Ethiopian critics and philosophers—most notably Mesay Kebede—have argued, this massive departure and dislocation from local, indigenous, religious, and cultural foundations permanently damaged the psyche of the masses and fundamentally altered the natural course of Ethiopian history.

Operating within the shadow of these shifting philosophical underpinnings, modernist writers and artists navigated this turbulent landscape with distinct approaches. Figures like Bealu Girma engaged critically with the sociopolitical realities and power structures of the era, while Sebhat Gebre-Egziabher emerged as perhaps the most radical among them. Pushing stylistic and thematic boundaries through a unique fusion of realism and surrealism, Sebhat captured the raw, unconventional  texture of modern urban existence in sharp defiance of rigid orthodoxies.

The Global Spread of Modern Media and Cultural Impact

This trend has been consistent: a movement from the noble to the ignoble, from the sacred to the profane, and from the elegant to the vulgar—often marketed as marks of modernity and sophistication. Consequently, the art world has become saturated with works in the form of novels, movies, and paintings that reflect the moral bankruptcy and regression into which society has descended.

This continuous assault on the human mind—driven by “modern” education and secularization, and exacerbated by technological expansion and globalization—is no longer confined to small pockets of Western nations. Instead, it is served on the “golden plate” of the internet, social media, and global telecommunication companies operating under market-expansion models that promulgate values and lifestyles eerily unconfirmed by the rest of the world.

While this global expansion might be acceptable if it promoted healthy social interactions and local values that enhance social harmony, its aggressive spread is negatively impacting the youth, particularly in regions where media literacy is limited, such as Ethiopia. The widespread portrayal of gruesome violence in horror movies, ritualistic content, and sexual perversion—which completely misaligns with local cultures—acts as a subtle and indirect control over the minds of the young and innocent. Without broader media control mechanisms to check these influences, external media reigns freely to push its own agenda.

Art is a powerful tool. It can easily access the hearts and minds of people. When used to promote socially positive values, it can be a force for good. But if it falls into the wrong hands, artists risk being manipulated by individuals who will not back down from using God-given talents to exploit and manipulate the public.

Tsegenet Amare

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2. Education: (የት/ት ደረጃ)
    Diploma
3. Company name: (የመስሪያ ቤቱ ስም)
    Tsegenet Delivery


4. Title: (የስራ ድርሻህ)
    Founder and Manager


5. Founded in: (መቼ ተመሰረተ)
    2024
6. What it does: (ምንድነው የሚሰራው)
    Preparing Enjera and various traditional dishes and delivering them


7. Headquarters: (ዋና መስሪያ ቤት)
     Addis Ababa
8. Start-up capital: (በምን ያህል ገንዘብ ስራዉን ጀመርሽ/ክ)
     35,000 birr
9. Current capital: (የአሁን ካፒታል )
    Growing
10. Number of employees:(የሰራተኞች ቁጥር)
    5
11. Reason for starting the business: (ለስራው መጀመር ምክንያት)
     Meeting the growing urban demand for fast food ordering and traditional cuisine


12. Biggest perk of ownership: (የባለቤትነት ጥቅም)
    Being the owner of my own business


13. Biggest strength: (ጥንካሬህ/ሽ)
    Strong work ethic


14. Biggest challenge: (ተግዳሮት)
    Lack of awareness


15. Plan: (እቅድ)
    Expanding the service to open our own large cloud kitchen


16. First career path: (የመጀመሪያ ስራ)
        Assistant food preparer


17. Most interested in meeting: (ማግኘት የምትፈልጊ/ገው ሰው)
    Successful female entrepreneurs in the food business sector

18. Most admired person:(የምታደንቂ/ቀው ሰው)
None


19. Stress reducer: (ጭንቀትን የሚያቀልልሽ/ለህ)
     Prayer
20. Favorite book: (የመፅሐፍ ምርጫ)
     None
21. Favorite pastime: (ማድረግ የሚያስደስትህ)
 

   Spending time with family


22. Favorite destination to travel to: (ከኢትዮጵያ ውጪ መሄድ የምትፈልጊ/ገዉ ስፍራ)

Dubai


23. Favorite automobile: (የመኪና ምርጫ)
    

Toyota RAV4

Every map lies. Even the one on the UN’s Flag

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A UN vote just tried to fix the shape of the world. It’s a worthy correction — and proof that every map ever drawn is, in its own way, a beautiful lie.

The map on your classroom wall is a magnificent lie. It shows Greenland and Africa as roughly the same size. In reality, Africa is fourteen times larger — Greenland would fit inside it nearly a dozen times over. Yet generations of us were trained to see them as equals.

This week, the world took a step toward correcting that fib. At the United Nations General Assembly, a resolution to “Correct the Map” — tabled by the African Union as part of a wider push to decolonize knowledge — passed by an overwhelming margin: 164 nations in favor, six abstentions, and a single dissenting vote from the United States.

The resolution is non-binding, but its symbolic weight is real. It nudges schools, institutions, and tech companies away from the familiar Mercator projection and toward alternatives like Equal Earth, which preserve the true relative size of continents.

It’s a powerful line. But as a geographer, I want to add one unshakeable truth to the celebration: there has never been, and never will be, a perfectly accurate flat map of a round planet.    

The geometry of an impossible dream

Try peeling an orange and flattening the peel into a neat rectangle without tearing it. You can’t — and the same geometry that keeps an orange round makes a perfectly flat, perfectly accurate map impossible. It isn’t a design flaw. It’s a law of the universe, as fixed as gravity.

Every time a sphere is pressed onto a flat plane, something has to give. Preserve true shapes, and you sacrifice true sizes. Preserve true sizes, and shapes warp instead. This is the cartographer’s Faustian bargain: Mercator chose to keep angles honest, which is why sailors loved it. Equal Earth chooses to keep areas honest instead. Neither can do both. So the real question a map should raise isn’t does this distort reality — it always does — but what does it distort, and for whom?

How a sailor’s tool became a political weapon

None of this makes Mercator villainous. When Gerardus Mercator drew his projection in 1569, he was solving a life-or-death problem: distorted charts were getting sailors killed at sea, because straight compass bearings didn’t stay straight on other projections. His map let a captain draw one straight line and follow it. It was a triumph of applied geometry, not an act of bias.

The trouble started later, when a tool built for coast-hugging navigation was handed a much bigger job: answering what the whole world looks like. That’s the moment the map left captains’ desks and settled onto classroom walls, where its distortions quietly became everyone’s mental picture of the planet.

On that map, Africa — 30.4 million square kilometers — appears about the same size as Greenland, which is only 2.2 million. There’s no conspiracy in the mathematics; the distortion grows automatically the farther a landmass sits from the equator. But because maps carry the authority of fact, most of us absorb the illusion without question. Africa shrinks in the mind’s eye. Europe and North America inflate.

Equal Earth corrects that: Africa returns to its true, continent-swallowing scale, and Greenland shrinks to the sliver it actually is. It can feel jarring at first — that jarring feeling is just the sensation of unlearning a lifetime of visual conditioning.

When maps stop being mistakes and start being weapons

Mathematical distortion is a matter of geometry. Deliberate distortion is a matter of mischief — and that’s what should worry us more. A 2022 study by Daniel in the journal Cartographica examined how maps circulate inside Ethiopian political discourse, and found that many of the maps shared on social media weren’t neutral depictions of terrain at all. They were built to reinforce one-sided territorial narratives.

A confidently drawn border, a legend, a caption — packaged together, they can look like verified history even when they’re an argument dressed up as evidence. A single well-made map can move public opinion faster than a thousand speeches, and social media has made that kind of manipulation cheaper and faster to spread than ever. A distorted world map warps how we picture the planet. A distorted political map can put land, livelihoods, and lives directly at risk — which is exactly why reading maps critically isn’t a niche academic skill. It’s a civic one.

Why is north always on top?

There’s no law of physics requiring it — just centuries of convention. Flip the map, and Australia suddenly dominates the upper half of the globe. Nothing about the Earth has changed, but something in our sense of who and what matters shifts instantly. Even the prime meridian’s home in Greenwich was a historical and political choice, not a geographic inevitability — the French anchored their own meridian in Paris for decades before conceding.

Even the United Nations isn’t exempt. Its own emblem uses an azimuthal equidistant projection, which stretches landmasses as they radiate outward from the pole. That’s not hypocrisy — it’s just geometry refusing to negotiate. You cannot put a sphere on a flat page without a trade-off, and not even the UN can escape it.    

The beautiful lie we agree to

For generations, millions of people grew up with equatorial nations shrunk and northern ones inflated on the map in front of them. This week’s resolution is an admission that our maps have been quietly telling a story of inequality — and a decision that we can tell a different one.

But the deeper lesson isn’t that humanity has finally found the perfect map. We haven’t, and we won’t. The lesson is to ask sharper questions of every map we meet: Who made this? For what purpose? What did it preserve, and what did it sacrifice? What does it want me to believe?

We will never capture the Earth’s true shape on a flat page. The goal was never a perfect map. It’s becoming a smarter reader of the imperfect ones we’ll always be handed.