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Home Blog Page 18

From Coding to Capability: Educating Africa’s Next Generation of Innovators in the Age of Generative AI

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Brilliant guys in Google invited me to speak before computer science and engineering educators and professors in Africa today. This is a short overview of the second part of my presentation. The second part is titled “From Knowledge Transfer to Capability Accumulation: from Computer Science to Competence Science”


 

In the age of Generative AI, we are witnessing one of the most profound shifts in the history of education and human productivity. For decades, universities, especially in Computer science and engineering, have operated under a knowledge-transfer model. The assumption was simple: if students mastered programming languages, and coding, they would be equipped to compete in the global economy. That assumption is now largely obsolete. Generative AI has made coding abundant!

Today, machines can generate software, debug systems, optimize architectures, and translate across programming languages with astonishing speed. Tasks that once took teams of engineers weeks can now be completed in hours. When a skill becomes abundant, it loses its scarcity value. And when scarcity moves, so must education. The competitive advantage of nations and institutions is no longer determined by who teaches the most syntax, but by who cultivates the deepest capabilities.

This is the transition from knowledge transfer to capability accumulation. Yes, replace Computer Science with Competence Science!

To be clear, coding remains important. But it is no longer the differentiator. Knowing how to write code in a world where AI writes better code is like knowing how to operate a typewriter in the age of cloud computing. The locus of value has shifted upward, to judgment, synthesis, context, and the ability to frame meaningful problems.

Generative AI can answer how to build. Humans must still decide what to build, why it matters, and for whom it should exist. These are not coding questions; they are capability questions. As educators, in this AI era, we must move from being transmitters of knowledge to designers of learning ecosystems.

I used a smiling curve to explain that coding is now at the centre with only marginal value while the core value of market creation and design are at the edges. Unless you expand what we teach in those coding classes to capture the components at the edges, students will graduate into a world that does not need their services.

Nigeria’s Financial Apps Advance in UX, But Friction, Support Gaps, And Security Anxiety Persist

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In the digital economy, user experience (UX) has evolved from a design consideration into a strategic determinant of product success. Global momentum reflects this shift, the UI/UX services market was valued at USD 2.59 billion in 2022, and is projected to reach USD 32.95 billion by 2030, according to Fortune Business Insights.

As expectations rise worldwide, financial mobile applications face mounting pressure to deliver journeys that are not only functional but seamless, intuitive, and reassuring.

In Nigeria, recent findings from the State of UX in Financial Apps Nigeria Report 2025 by Interswitch provided a structured view of how leading platforms are performing. The report applied heuristic evaluation methods to ten prominent financial applications in the country.

These include Access Bank, Opay, First Bank of Nigeria, Providus Bank, Guaranty Trust Bank, Sterling Bank, Kuda, Moniepoint, UBA, and Zenith Bank, assessing their usability principles to identify strengths, design inconsistencies, and improvement opportunities.

Progress in Efficiency and Transparency

According to survey, these financial apps demonstrated measurable advancement in usability fundamentals. The strongest performance emerged in flexibility and efficiency of use, with a 71% rating across evaluated platforms. This reflects an industry-wide shift toward speed and convenience, enabling quick transactions, contactless payments, and streamlined access to routine banking services.

Transaction feedback and system visibility also performed strongly. Most applications provide clear confirmations, real-time updates, and progress indicators that help users understand what is happening at each step. Error prevention mechanisms such as confirmation prompts and contextual warnings further contributed to confidence, particularly when users are performing high-stakes financial actions.

Yet beneath these improvements lies a consistent pattern: usability gains are being undermined by persistent friction points that affect trust, clarity, and emotional reassurance.

Challenges Undermining User Confidence

Despite progress, the report highlights several structural UX gaps that continue to shape user frustration.

1. Mismatch Between Systems and Real-World Expectations

Many evaluated apps employ layouts, icons, and workflows that diverge from familiar digital banking patterns. When navigation structures or transaction flows do not align with users’ mental models, the experience becomes cognitively demanding. Instead of feeling guided, users must interpret unfamiliar pathways increasing friction and reducing confidence.

2. Overreliance on Memory Instead of Visual Guidance

A recurring issue across platforms is the expectation that users remember where functions are located or how tasks are completed. Rather than presenting options clearly for recognition, many apps require recall. This design approach disproportionately affects new users and increases task completion time, especially in urgent financial situations.

3. Weak and Impersonal Support Systems

Support functionality emerged as the most critical weakness. Help features are often buried within menus, overly generic, or lacking real-time responsiveness. Although apps communicate errors relatively well (57% effectiveness), users report that assistance rarely feels immediate, human, or empathetic particularly during failed transactions or payment delays, moments when reassurance is most needed.

4. Security Measures Creating Experience Trade-offs

While security remains a priority, respondents expressed concern that protective features sometimes overshadow usability. Users also reported uncertainty about safeguards in cases of device theft or unauthorized access. This tension between safety and convenience contributes to anxiety rather than trust.

5. Interface Clutter and Cognitive Overload

Users consistently noted that dashboards and home screens contain excessive information, competing visuals, and dense navigation structures. Instead of enabling quick decision-making, cluttered interfaces increase mental load and slow task completion. The preference across demographics is shifting toward simplified, focused interfaces.

The Strategic Opportunity Ahead

Collectively, the findings reveal an industry that has successfully improved functionality but has not fully optimized experience design around human behavior. Nigerian financial apps are effective at enabling transactions; they are less effective at reducing uncertainty, guiding users intuitively, and providing emotional assurance when problems occur.

This gap represents a critical opportunity for differentiation. As digital banking adoption deepens particularly among younger, mobile-first users, competitive advantage will increasingly depend on clarity, empathy, and trust-centered design rather than feature expansion alone.

Outlook

Looking ahead, the next phase of UX evolution in Nigeria’s financial sector is likely to center on three strategic shifts which include, Human-centered support ecosystems, Simplified, recognition-based interfaces and Balanced security design.

Institutions that successfully integrate these elements are positioned to move beyond transactional platforms toward trusted digital financial companions. As competition intensifies and user expectations continue to rise, UX maturity will not merely enhance satisfaction, it will shape customer loyalty, platform adoption, and long-term growth across Nigeria’s digital finance ecosystem.

Naturals Salon Chain Still Negotiating Stake Sale with Reliance, Eyes 2028 IPO if Talks Stall

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Indian salon chain Naturals remains in active discussions with Reliance Industries over a potential stake sale, but negotiations have slowed as the two sides have yet to agree on a deal structure, co-founder and CEO C.K. Kumaravel told Reuters on the sidelines of a Retailers Association of India event in Mumbai on Tuesday.

Kumaravel confirmed that Reliance initially sought a 51% controlling stake, while Naturals was willing to sell only 49% to retain operational control for several more years before considering a larger divestment.

“Even if it takes time, Naturals is not in a hurry, as Reliance will add significant value,” he said, adding that the company is not in parallel talks with other investors.

Talks between the two parties were first publicly disclosed in late 2022. A deal would give Reliance—India’s largest private-sector company—an entry into salon and spa services, complementing its fast-growing beauty retail platform Tira (launched in 2023) and its broader consumer-facing ambitions in fashion, jewelry, and lifestyle through Reliance Retail.

Naturals operates approximately 900 salons across India, making it one of the country’s largest organized salon chains—ahead of peers such as Lakmé Salon and Geetanjali Salon—in a market still dominated by unorganized, neighborhood parlors. The company reported gross merchandise value (GMV) of ?4.5 billion ($49.64 million) in fiscal 2025 and expects that figure to rise to ?6 billion this financial year.

The chain plans to open 100 new salons in 2026, with a focus on dense urban clusters (starting with Pune) rather than scattered locations. This “hub-and-spoke” approach aims to improve operational efficiency and brand visibility in high-traffic areas.

India’s beauty and salon market, valued at $10.8 billion, continues to expand rapidly. Rising disposable incomes, increased female workforce participation, urbanization, and growing male grooming demand are driving growth in organized players, according to consultancy Ken Research. The organized segment remains small (estimated at 10–15% of the total market), leaving significant headroom for consolidation and professionalisation.

The IPO Option

If talks with Reliance fail to produce an agreement, Naturals intends to pursue an initial public offering (IPO) by 2028, Kumaravel said. An IPO would provide capital for aggressive expansion, strengthen brand credibility, and create liquidity for early investors and founders.

The company’s decision to keep Reliance as the sole active counterparty reflects the strategic fit: Reliance’s vast retail footprint, supply-chain capabilities, and marketing muscle could accelerate Naturals’ growth and help it capture share from unorganized players. However, the 51% vs. 49% control disagreement highlights a classic founder-investor tension: Naturals’ leadership wants to retain decision-making authority during a high-growth phase, while Reliance typically seeks controlling stakes in consumer-facing businesses to integrate them fully into its ecosystem.

India’s organized beauty and wellness sector is attracting significant investor interest. The combination of rising consumer spending on grooming, increasing acceptance of premium services, and the shift from unorganized to branded salons has created a compelling growth story. Competitors like Lakmé (Hindustan Unilever), Geetanjali Salon, and Jawed Habib are also expanding, but Naturals’ scale and focus on mid-premium positioning have given it a strong foothold.

Reliance’s interest aligns with its aggressive push into consumer-facing businesses through Reliance Retail (fashion, groceries, electronics) and Tira (luxury beauty retail). A Naturals stake would extend its presence into salon services—a natural adjacency to beauty retail—while tapping into recurring revenue from memberships, product sales, and services.

The talks also reflect a broader trend of Indian conglomerates and private equity firms eyeing consolidation opportunities in fragmented consumer services sectors such as salons, gyms, diagnostic chains, and education. Organized players with strong unit economics and scalable brands are commanding premium valuations in a market still dominated by mom-and-pop operations.

Outlook and Risks

While Naturals is not in a hurry, prolonged negotiations could delay expansion plans or force the company to seek bridge financing. An eventual IPO in 2028 would depend on sustained growth, profitability improvement, and favorable market conditions.

For Reliance, a Naturals deal would represent a relatively small but strategically logical addition to its consumer portfolio. The company has shown a willingness to pay premium valuations for assets that strengthen its ecosystem.

The outcome—whether a deal with Reliance, a standalone IPO path, or a hybrid—will likely shape Naturals’ trajectory in India’s fast-growing organized beauty and wellness market. With consumer spending on grooming continuing to rise and organized players gaining share from unorganized salons, the company is well-positioned for multi-year growth regardless of the ownership structure ultimately chosen.

Infosys and Anthropic Forge Strategic Partnership to Accelerate Enterprise AI Adoption Across Regulated Industries

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Infosys and Anthropic announced a major collaboration on Tuesday to develop and deploy advanced enterprise AI solutions, with a dedicated Anthropic Center of Excellence as the initial flagship initiative.

The partnership targets telecommunications, financial services, manufacturing, and software development—sectors where secure, compliant, and scalable AI adoption remains a complex challenge. The collaboration builds on Infosys Topaz (its enterprise AI platform) and Anthropic’s Claude family of models, integrating Claude Agent SDK to build AI agents capable of handling long, multi-step workflows rather than isolated tasks. The companies emphasized a shared commitment to delivering “transformational value” beyond mere efficiency gains, combining Infosys’ deep industry domain expertise, engineering scale, and client relationships with Anthropic’s frontier AI capabilities.

Salil Parekh, CEO of Infosys, described the partnership as “a strategic leap toward advancing enterprise AI, enabling organizations to unlock value and become more intelligent, resilient and responsible.” He highlighted specific use cases: intelligent risk management and compliance in financial services, AI-driven design and manufacturing in engineering businesses, and modernizing legacy systems through custom AI agents.

Dario Amodei, co-founder and CEO of Anthropic, underscored the gap between demo-stage AI and production-grade systems in regulated industries, saying: “There’s a big gap between an AI model that works in a demo and one that works in a regulated industry – and if you want to close that gap, you need domain expertise. Infosys has exactly that kind of expertise across important industries: telecom, financial services and manufacturing.”

Agentic AI as the Core Focus

Agentic AI—autonomous systems that plan, reason, and execute complex multi-step tasks—will be the partnership’s primary technical focus. Infosys and Anthropic plan to build custom agents for industry-specific operations, including:

  • Telecommunications: modernizing network operations, streamlining customer lifecycle management, and improving service delivery in a highly regulated environment.
  • Financial services: intelligent risk management, compliance automation, fraud detection, and personalized advisory.
  • Manufacturing and engineering: AI-driven design optimization, predictive maintenance, supply chain orchestration, and quality control.

The partners will also assist clients in modernizing legacy systems by combining Infosys Topaz and Claude to accelerate migration, reduce costs, and minimize disruption.

The announcement follows Anthropic’s recent commitment to expand investment in India to fuel AI growth across the country. Infosys, with its massive global delivery footprint and deep relationships in regulated sectors, is an ideal partner to bridge frontier AI models with enterprise-scale deployment challenges.

The partnership arrives amid growing enterprise interest in agentic AI for productivity. Salesforce CEO Marc Benioff recently highlighted how AI agents enabled the company to re-engage over 100 million historical leads that had gone uncontacted for 26 years due to human bandwidth constraints. OpenAI CEO Sam Altman, speaking at the Cisco AI Summit, warned that companies not rapidly adopting AI workers “will be at a huge disadvantage.”

Infosys and Anthropic positioned their collaboration as a response to these trends, emphasizing responsible deployment in regulated environments where precision, compliance, and auditability are non-negotiable.

Job Cuts and AI-Driven Restructuring

The partnership comes just weeks after Telstra outsourced jobs to Infosys in India while simultaneously making AI-related job cuts. Infosys and Anthropic first embarked on a joint venture in Australia in August 2025, providing a foundation for the broader global collaboration.

The announcement also coincides with a period of significant workforce restructuring across the tech industry. Thousands of jobs have been eliminated in 2026 as companies refocus on AI to improve cost positions and productivity. Salesforce, for example, has openly credited AI agents for enabling greater output with fewer people.

The partnership strengthens Infosys’ position as a leading AI services provider, leveraging Anthropic’s frontier models to differentiate from competitors like Accenture, TCS, and IBM Consulting. For Anthropic, Infosys is expected to provide a massive enterprise channel and domain expertise that can accelerate production-grade deployment in regulated industries—areas where pure-play AI labs often struggle.

The collaboration also highlights India’s growing role as a global AI hub. With its vast engineering talent pool, cost advantages, and government support (e.g., IndiaAI Mission), India is emerging as a critical deployment and services layer for frontier AI models developed in the U.S. As enterprises increasingly seek AI agents for complex, long-running tasks, partnerships like Infosys-Anthropic could become a blueprint for bridging the gap between cutting-edge research and regulated-industry deployment.

The Center of Excellence will likely serve as a proof-of-concept hub, with learnings expected to inform broader industry adoption in 2026 and beyond.

However, the partnership points to a maturing AI ecosystem, where frontier model providers increasingly recognize that real-world value creation requires deep industry expertise and large-scale engineering delivery—capabilities that established IT services giants like Infosys possess in abundance. This collaboration is expected to accelerate safe, compliant AI adoption while addressing concerns over job displacement through a focus on augmentation and transformation rather than pure automation.

Why Bet365 and Stake Users Are Choosing Spartans’ 33% Instant CashRake for a More Rewarding Betting Experience!

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Picking the spot where you put your effort and cash is a choice that you should think about carefully. As the market gets packed with too many paths, finding the best betting platform usually feels like hunting for a tiny object in a huge pile of loud ads and fake talk.

For a long time, big names like Stake.com and Bet365 have been the only picks. However, a fresh change is taking place. People are getting much more clever, and they are looking past the big titles to see what is really happening with their own funds.

Spartans has joined the talk not just as another web spot, but as a real threat to how things have been. By bringing out the CashRake system, which promises a 33% return and gives 3% fast cash on losses, it is showing quickly why it sits at the top of any list for the best betting platform.

Stake.com: The Group Vibe and the Long Wait

Stake.com is a giant name, and that makes sense. It has made a group that feels very active, mostly because it is seen so much on social apps and live streams. When fans chat about the best betting platform for talking with others, Stake is normally the first pick. Their VIP plan is the heart of how they keep people, giving gifts to players who stay for a very long time. You begin at the bottom, and as you play, you move through levels like Bronze, Silver, and Gold.

The truth, though, is that this “move up” can feel like a second job. For a normal user, the gifts are often hidden behind huge play rules. You might need to bet thousands of dollars before you see any real rakeback or prizes. While it is a nice spot for those who want to feel like they are in a club, many fans are seeing that the best betting platform should not make you work that hard just to get a fair deal.

Stake’s prizes are mostly given at the end; you put money in now and hope for a gift much later, which can be annoying if you want value right this second.

Bet365: The Safety of a Well-Known Brand

If you put safety and a giant list of sports first, Bet365 has likely been on your list. It is a world leader, often called the best betting platform for old-school sports fans. They have the papers, the years of work, and the big firm backing that make many people feel okay. Their prizes are very basic, usually a 100% match on what you first put in. It looks great in big letters, but the small notes often tell a different tale.

The biggest problem with old sites like Bet365 is the “play jail.” Often, you will get a prize only to find out you have to bet that amount 30 or 40 times before you can really take out any wins. Also, they have no live rebate tools. There is no robot system giving you money back while you play.

For the person of today who likes the speed of the tech age, waiting many days for a bank move or fighting through hard prize rules makes it tough to call them the best betting platform when faster, more open choices are out there.

Spartans: Putting the Player First with CashRake

This is the spot where Spartans changes the whole game. It does not lean on being a known name or a social spot; it leans on being the best betting platform by having better tools. Their CashRake system is made with full truth and fast feedback. It is built for the player who understands that the numbers are the only thing that counts in the end.

The first big part is the 3% fast cash on every losing play. Think on that for a bit. On most other sites, a losing bet is just gone forever. On Spartans, 3% of that loss is sent back to your pile the very moment the play ends. This is not a weekly gift; it is a fast safety net that keeps you playing for longer. When you mix that with a 33% rakeback on the house edge, you see why this is being called the best betting platform for pure worth. You are basically getting a third of the casino’s profit back in your pocket with every single bet you make.

The whole time you play is shown through a live screen. You can actually see your CashRake bar filling up as you go. There is no guessing, no secret math, and no “waiting for next week” to see your gifts. With a total return promise of 33% on what you put in over time, Spartans takes away the doubt that ruins other sites. It is a tech-heavy, automated, and true way of working that makes the “VIP slog” of Stake and the “prize traps” of Bet365 look very old.

Final Say

When it is all done, the best betting platform is the one that values your time and your cash. Bet365 is there if you want a basic, slow time. Stake.com is there if you want to be in a high-power social group. But if you want a site that gives you the best math return with no hard work and full truth, Spartans is the top winner.

By making the CashRake system work on its own and giving 3% fast cash and 33% rakeback, they have moved the goal. In the hunt for the best betting platform, the smart money is moving to the truth and fast worth of Spartans.

Find Out More About Spartans:

Website: https://spartans.com/

Instagram: https://www.instagram.com/spartans/

Twitter/X: https://x.com/SpartansBet

YouTube: https://www.youtube.com/@SpartansBet