Degree, Skill or Hybrid: The Career Dilemma for Indian Youth in a Fast-Changing Tech World

Degree, Skill or Hybrid: The Career Dilemma for Indian Youth in a Fast-Changing Tech World

Imagine this. Elon Musk announces that his AI company will launch open-source language models specifically trained for Indian languages. At the same time, India’s Ministry of Defence sets aside thousands of crores to modernize its cybersecurity systems. Just a few weeks later, Google announces that it will open a quantum computing research lab in Bengaluru, the first of its kind in Asia.

These events are not just headlines. They are signals. The world is changing faster than ever, and India is playing a bigger role in that change every single day. Technologies like artificial intelligence, cybersecurity and quantum computing are not part of some distant future anymore. They are here, and they are shaping how we work, learn and even how our country defends itself.

For students in India, especially those finishing school or college, this raises one huge and urgent question. If this is what the future looks like, what kind of education should you pursue? Should you try to crack an entrance exam and get into a top-tier academic institution like an IIT? Should you join a job-focused bootcamp and learn practical skills in a few months? Or should you look for something that offers a mix of both?

Let’s look at what each of these options really means, and more importantly, which one might actually work for you.

What Academic Institutions Offer

In India, academic powerhouses like IIT Bombay, IIT Madras, IISc Bengaluru or IIIT Kharagpur are considered the gold standard of education. These institutions focus heavily on theoretical understanding, research exposure and intellectual rigor. If you want to understand the science behind how a neural network works, why quantum particles behave the way they do or how complex systems are designed, these places will teach you that with depth and precision.

Many of the people leading global research teams, writing advanced papers and filing deeptech patents have studied at such places. The environment in these institutions encourages you to think deeply, solve problems over time and engage with faculty who are often global experts in their field.

But this path isn’t for everyone. These institutions are extremely competitive, often require years of preparation, and their curriculum tends to focus more on conceptual mastery than immediate industry relevance. You will have a strong foundation in computer science, but you might still need to build practical skills outside the classroom when you enter the job market.

What Skilling Institutions Do Differently

Now let’s look at the other end of the spectrum. In the last five years, many private education companies have built fast-paced, job-oriented programs that teach coding, data science, machine learning, cybersecurity and more. These include institutions like Scaler, Masai School, Newton School and others that train students not for exams or research, but for real-world jobs.

The difference here is speed and focus. Instead of spending years in a classroom, students here learn by building projects, solving coding problems, getting feedback from mentors and preparing directly for interviews. These programs are often just a few months long. Some even allow you to pay the fees only after you get a job.

For students who want to enter the workforce quickly, these institutions offer a very practical route. Especially for those who may not have cleared a top-tier entrance exam, or who want to switch into tech from another background, these programs open up real opportunities.

But there are trade-offs here too. You might not get the research experience or theoretical depth that academic institutions offer. If you’re aiming for cutting-edge R\&D, a fast-paced bootcamp might not prepare you fully for that journey.

What Hybrid Institutions Are Doing Right

There is also a third kind of education model emerging in India. These are hybrid institutions. They combine the academic structure of a degree with the real-world application and pace of a bootcamp. This model is still new in India, but it is growing fast and showing very promising results.

One of the most prominent examples of this is Plaksha University in Mohali. Founded by a group of global entrepreneurs and tech leaders, Plaksha blends engineering, AI, public policy, entrepreneurship and leadership into one integrated learning experience. Students there don’t just study AI models, they build real-world applications for problems in agriculture, mobility, and healthcare. They don’t just learn theory, they also engage with mentors from companies like Google and Microsoft and present to global panels.

Then there is IIIT-Hyderabad’s research program on cybersecurity, where students are trained in both academic theory and live threat simulations. This is not just classroom learning. Students here get a taste of real cybersecurity operations. At Ashoka University, students study computer science with a parallel focus on ethics, humanities and philosophy. So instead of learning AI in isolation, they understand the impact of AI on society, policy and ethics.

This hybrid model works well because it does not force students to choose between depth and speed, or between degrees and skills. It offers a flexible, interdisciplinary, and industry-connected experience. This is particularly useful for students who want to stay open to multiple paths. You can work after your degree, go abroad for a master’s, or launch your own startup. You are not locked into one route.

The Education-Industry Gap in India

Here’s the uncomfortable truth. Even though India produces over six million graduates every year, very few of them are truly job-ready. Most companies in tech say that they have to spend months retraining new hires before they can contribute meaningfully to real work. This is because many colleges continue to teach outdated syllabi. Students often graduate without writing a single complete program or building a single working product.

Reports like the India Skills Report and NASSCOM surveys have shown that less than 25 percent of engineering graduates in India are employable in the core domains they are trained in. Most colleges do not offer proper labs, up-to-date teaching tools or exposure to tools like TensorFlow, PyTorch, Wireshark or Qiskit, which are standard in the industry.

So even though a student may have a computer science degree, they still struggle to build a basic portfolio or solve real-world problems. This gap is not due to a lack of talent, but because the system has not kept up with the times.

The best way forward is not to wait for the system to fix itself. As a student, you can take charge of your own path. This starts with exploring a few domains early. You can begin by spending a few weeks trying out courses on AI, cybersecurity or quantum computing from free or low-cost platforms. Use resources like Google AI, Kaggle, TryHackMe or IBM’s Quantum Lab to get a taste of what each domain feels like. Once you find a direction that excites you, start building small projects. Put them on GitHub. Share them on LinkedIn. Ask for feedback. Don’t aim for perfect. Aim for progress.

Next, look for internships. You can find plenty on Internshala, AngelList or even by directly messaging startup founders on LinkedIn. Surround yourself with peers who are learning too. Join Discord groups, attend meetups, and participate in hackathons. These experiences teach you far more than textbooks ever can. As you grow, you’ll find your own ideal combination of academic depth and practical skill. You may decide to pursue higher studies. You may get a job at a startup. You may even launch your own product. But you’ll be doing it by design, not by default.

India is at the edge of a massive shift. The next decade will belong to those who are not only educated, but skilled. The world is not asking for just degrees anymore. It is asking for builders, thinkers, and problem-solvers.

You don’t need to be from a big city. You don’t need a famous surname. What you need is curiosity, consistency and the courage to choose your own path. If you are a student wondering whether to go for a degree, a bootcamp or a hybrid option, know that there is no one-size-fits-all answer. The right path is the one that fits your pace, your interest, and your dreams. Use what’s available. Learn what’s necessary. Build what matters. The future is unfolding in real-time. And you have everything you need to be a part of it.

The Curious Case of Caribbean Anguilla: How a Tiny Island Turned AI Into Gold

The Curious Case of Caribbean Anguilla: How a Tiny Island Turned AI Into Gold

In a world obsessed with artificial intelligence, billion-dollar startups, and futuristic infrastructure, one would hardly expect a quiet Caribbean island to make global headlines. But that is exactly what happened with Anguilla, a small territory nestled in the blue waters of the Caribbean Sea. With a population smaller than a mid-sized Indian college campus and a landmass you could drive across in less than an hour, Anguilla has done something extraordinary. It has turned its digital identity into a financial powerhouse.

The story of Anguilla’s rise is not about flashy skyscrapers or oil-rich lands. Instead, it is a story about smart policy, global timing, and a deep understanding of how the internet economy works. This is the curious case of how an island that many had never heard of became one of the most interesting digital case studies of the 2020s.

The Internet Gave Anguilla a Lucky Code: .ai

Every country in the world is assigned a two-letter internet domain known as a country code top-level domain, or ccTLD. India has .in, the United Kingdom has .uk, and Germany has .de. Anguilla was assigned .ai back in the 1990s when the internet was just beginning to take shape. At that time, .ai simply stood for “Anguilla Internet,” a bureaucratic necessity with no real commercial meaning.

That changed dramatically after 2022, when artificial intelligence went from being a technical buzzword to a global movement. With platforms like ChatGPT, Midjourney, and Runway entering the mainstream, AI became the heartbeat of innovation. Tech startups around the world wanted to brand themselves as AI-first companies, and the .ai domain became a hot property almost overnight.

Anguilla was at the right place at the right time. Every time a company registered a .ai domain, the payment went to the Anguillan government. From being a minor source of income a few years ago, it suddenly became the island’s biggest financial asset. In 2023, Anguilla earned around 32 million US dollars from .ai registrations. By 2024, that number crossed 100 million. For a country that historically relied on tourism and fishing, this digital gold rush was nothing short of transformational.

A Government With Vision and Leadership That Matters

While Anguilla’s digital luck was real, what made the most difference was the leadership’s response to it. In early 2025, the country elected its first female Premier, Cora Richardson-Hodge. This moment was more than a symbolic milestone. Along with the female Governor Julia Crouch and a team of women ministers across education, health, and infrastructure, Anguilla entered a new phase of people-driven governance.

Instead of sitting on the revenue, the leadership focused on channeling the money into things that actually improved people’s lives. They launched upgrades to local schools and health centers. They invested in hurricane preparedness infrastructure. They began offering free healthcare to senior citizens and expanded vocational training for young people who wanted to build careers in tech or hospitality. There was a sense that this unexpected wealth belonged to the people and should be used with purpose.

What stood out was the maturity with which the government handled sudden prosperity. They outsourced the technical domain registration system to an American tech company but ensured that all rights and earnings stayed with the Anguillan government. This partnership helped them scale operations without losing control. It was a perfect blend of local ownership and global expertise.

Tourism Reimagined: The Quiet Luxury Model

While digital money flowed in from the .ai domain, Anguilla did not forget its other strength—tourism. The island has always had postcard-perfect beaches, but 2025 marked a shift in how it approached tourism. Instead of turning into a mass-market destination, Anguilla chose to lean into its quiet charm and target high-value travelers looking for privacy, peace, and beauty.

Several luxury projects were announced and launched. Ani Private Resorts opened an ultra-luxury retreat with only 15 suites on Shoal Bay East, offering personalized experiences to travelers who didn’t mind paying a premium for exclusivity. At the same time, the Altamer Marina & Resort began development. This is not just another hotel complex. It is a multi-phase waterfront project with luxury villas, a marina for yachts, spas, boutique stores, and a resort that plans to open by 2026.

The government also supported wellness retreats, eco-friendly accommodation, and remote worker visas to attract digital nomads. This was tourism done thoughtfully, where growth did not mean compromise.

Culture Is Not Just Entertainment, It’s Identity

Beyond money and policy, what made Anguilla stand out was how rooted it remained in its culture. Festivals here are not treated as side events. They are the island’s heartbeat.

In the summer of 2025, Anguilla celebrated its annual Summer Festival with color, music, and joy. Thousands of people joined parades, danced in the Grand Parade of Troupes, watched the Miss Anguilla pageant, and cheered at traditional boat races. The Moonsplash Reggae Festival, held every March at Dune Preserve, attracted music lovers from across the world to enjoy live performances under the stars. The Culinary Experience brought chefs from around the Caribbean together to showcase food as art.

These festivals are more than tourism drivers. They are how Anguillans express their pride, tell their stories, and pass on traditions. By investing in these events, the government ensured that development did not erase identity—it elevated it.

What The World Can Learn From Anguilla

Anguilla’s journey offers lessons that apply to much larger countries, including India. The island monetized a digital resource that it already owned. It partnered smartly without selling out. It respected its culture even as it welcomed tourists. And it trusted women to lead the way in politics and governance.

Countries that feel stuck in outdated economic models can look at Anguilla and ask: Are we ignoring digital assets we already have? Are we letting our domain names, data sets, or cultural exports go unmonetized? Are we developing tourism that is sustainable and community-focused? And most importantly, are we allowing leadership to be inclusive and future-ready?

Imagining India’s .in Moment

Now imagine this. What if India created a globally adopted ethical AI framework that governments and companies wanted to build upon? What if Indian language AI tools became essential for global South developers? What if India’s telehealth models were adopted in Africa, Southeast Asia, and beyond?

The demand for .in domains would explode. Global think tanks, NGOs, and tech companies would scramble to register names like trustai.in, remotehealth.in, or indictech.in. India could potentially earn hundreds of crores from domain registration alone, while branding itself as a values-driven tech hub.

But for this to happen, India needs to recognize that digital infrastructure is not just about building apps and setting up data centers. It also includes managing, marketing, and monetizing its internet identity.

Final Thoughts: Small Places, Big Futures

Anguilla did not ask for a seat at the global economic table. It simply understood what it had, managed it with care, and invited the world in on its own terms.

It reminds us that in the digital age, borders are less important than ideas. Size doesn’t determine impact. Strategy does. Whether you are a small island in the Caribbean or a large democracy in South Asia, the tools to succeed are increasingly digital, and they are already within reach.

The next big transformation could come from anywhere. The question is, who is ready to see the opportunity before it becomes obvious?

Aura Farming, Brain Rot and Generational Awareness

Aura Farming, Brain Rot and Generational Awareness

In a world overflowing with information, likes, reels, and short attention spans, something much deeper is happening beneath the surface. Our attention, once a personal and protected resource, is being mined, manipulated and monetized. This article dives into the core of this new-age phenomenon, exploring the idea of aura farming, the disturbing effects of brain rot, the differences across generations, India’s unique position in this crisis, how the rest of the world is responding, and the practical steps each of us can take to regain control. Finally, it closes with a deeply personal and culturally rooted recommendation that offers a timeless path toward mental clarity.

The Age of Aura Farming

Aura farming is not just another buzzword borrowed from the spiritual community. In today’s digital context, it refers to the extraction of emotional energy, attention and mental focus from individuals, particularly youth, through systems designed to stimulate and hijack their emotions. Every time you pause on a reel, every like, every angry comment, each engagement becomes a part of the data pool that algorithms use to feed you more of what will keep you hooked. Influencers, apps, and even inspirational content creators are, knowingly or unknowingly, farming your aura.

What was once a term that referred to the subtle bioenergetic field around the human body has now evolved into a term that represents how digital platforms engage with your emotional states. In this sense, your aura is your mood, your attention patterns, your reactions and your scrolling behavior. These platforms thrive not just on your time but on your emotional reactions. When sadness, outrage or joy are captured and fed back to you through content loops, your aura is no longer sacred. It becomes harvested energy.

Brain Rot: Digital Overload and the Decay of Attention

Brain rot is a term that resonates deeply with the youth today. Though not a medical term, it effectively captures the symptoms of mental fatigue, shortened attention span, and an overwhelming sense of dullness brought on by excessive digital stimulation. The science behind it is rooted in our brain’s dopamine system. Dopamine is a neurotransmitter responsible for motivation and pleasure. In earlier times, it was triggered by real achievements and social interactions. Today, every swipe, like, and notification gives a mini dopamine spike.

The overconsumption of short-form content such as reels, YouTube Shorts and TikToks has created what could be considered mental junk food. Just as consuming excessive sugar leads to health issues, overexposure to digital content results in mental sluggishness, lack of motivation and emotional numbness. The brain gets addicted to quick rewards and loses its capacity to engage in deep work, meaningful conversations or even simple tasks like reading a book.

This has reached a point where many young people find it difficult to tolerate boredom or silence. If a moment isn’t filled with stimulation, it is deemed unbearable. That is the true cost of brain rot: a mind so overstimulated that it forgets how to exist without constant noise.

Generational Awareness: How Different Age Groups Engage with Technology

Each generation engages with technology in its own way, shaped by its cultural context and technological exposure. Boomers, born before the internet age, often prefer personal connections and exhibit higher levels of digital discipline. Gen X, while tech-savvy, tends to maintain a balanced approach, using technology for work but still retaining offline habits. Millennials were the first digital natives and are perhaps the most burned out. Their lives are intertwined with tech, from social media to work apps, and they often find themselves trapped in cycles of doomscrolling.

Gen Z and Gen Alpha are the most vulnerable. Born into an always-on culture, they have never known life without screens. Their identities are deeply tied to their online presence. For them, the line between real and virtual is blurred. The constant exposure to digital content means they are more prone to dopamine addiction, emotional exhaustion and mental fragmentation. Yet, they are also the most adaptable and fastest learners. Their hyper-awareness of content makes them both victims and potential changemakers.

Understanding these generational behaviors is essential. It helps us build empathy and create intergenerational strategies for digital well-being. The solution isn’t to criticize one generation over another, but to recognize the unique challenges and strengths of each.

India’s Digital Youth: Power Without Preparation

India has one of the youngest populations in the world. With more than 65 percent of the population under the age of 35 and nearly a billion smartphone users expected by 2025, India is a digital powerhouse. But this comes with its own risks. Most Indian youth are thrust into the digital world with no formal education in digital hygiene, emotional regulation or attention management.

The Indian education system does not yet include structured training in digital awareness. Most schools and colleges focus on productivity and grades, ignoring the emotional toll of constant connectivity. The result is a generation that is highly capable yet deeply distracted.

There are emerging pockets of hope. Influencers and educators are beginning to speak up about mental health and digital detox. Institutions like IIT Bombay and Ashoka University are experimenting with digital well-being clubs. Some youth are actively seeking mindfulness and self-control practices. However, these are still isolated efforts, not part of a nationwide plan.

The digital divide between urban and rural India adds another layer of complexity. While urban youth are overexposed, rural youth are getting rapidly introduced to screens without the necessary context or caution. The affordability of data and smartphones has accelerated this exposure without a parallel rise in digital maturity.

The Global Picture: How Other Nations Respond

Looking beyond India, countries around the world are facing the same challenges with varying strategies. China has taken a strict approach by limiting screen time for minors and tightly regulating content algorithms. Children under 18 are allowed just 40 minutes per day on platforms like Douyin (Chinese TikTok). Gaming time is restricted and platforms are monitored for promoting “positive energy.”

In contrast, the United States has a more free-market approach. While there is significant awareness and a growing wellness industry, the capitalist structure continues to monetize addiction. Big Tech simultaneously funds digital detox startups and runs the algorithms that keep people hooked. This paradox means that while help exists, the problem continues to scale.

Japan offers a more balanced model. Despite high screen usage, Japanese culture emphasizes mindfulness, nature and the importance of silence. Practices rooted in concepts like “Ma” — the space between moments — offer a natural buffer against digital overload. Schools often include emotional education, and family structures help maintain balance.

Nordic countries like Sweden and Norway have implemented digital hygiene education as part of their school curriculums. These countries focus on prevention, teaching children emotional regulation, mindful technology use and content discernment from an early age.

India stands somewhere in the middle. While it has the scale and spirit to lead, it currently lacks a structured national framework. The opportunity lies in creating a hybrid model that balances digital freedom with structured awareness.

Reclaiming the Mind: Practical Steps for Detox and Clarity

The problem may be serious, but the solutions are within reach. One of the most powerful tools is the 24-hour dopamine fast. This practice involves taking a break from all high-reward activities such as social media, caffeine, processed food and even music. It is a way to reset the brain’s reward system, allowing you to rediscover joy in simpler activities.

Another effective technique is the use of focus blocks, inspired by the Pomodoro method. Working for 25 minutes followed by a 5-minute break can dramatically improve productivity and mental clarity. These breaks should be free of screens and instead involve stretching, walking or breathing exercises.

A highly impactful habit is the “first hour and last hour” rule. Avoid screens during the first and last hour of your day. These are the moments when your subconscious mind is most active. Use this time for journaling, reading, or simply being present. This anchors your day in intention rather than distraction.

Creating a digital diet can also be transformative. Just like we plan our food intake, we must plan our content consumption. Set daily limits for social media, schedule screen-free meals and allow only specific time slots for entertainment.

Equally important is mindful consumption. Not all content is bad, but not all content is good either. Be intentional about who you follow, what you watch and how it affects your mood. Curate your digital space to reflect your goals and values.

A Cultural Call: The Gita as a Tool for Digital Resilience

Cliq India’s CEO has offered a heartfelt personal recommendation for every Indian youth. In the face of digital chaos, there is a timeless resource that can bring clarity, strength and purpose: the Bhagavad Gita.

Specifically, Chapter 2, verses 11 to 25 hold immense wisdom. These verses speak about the eternal nature of the soul, the need to act without attachment, and the impermanence of pain and pleasure. They remind us that we are not just our bodies or minds, but something deeper and unchanging.

Reading one shloka a day, translating it in your own words and reflecting on its meaning can create a transformative shift in perspective. This is not about religion, but about reconnecting with a deeper sense of self. These 15 shlokas offer emotional grounding, mental clarity and spiritual resilience. In a world that tries to define us by algorithms and engagement rates, these verses remind us of our original identity.

We are not powerless. The digital world may be engineered to distract us, but awareness gives us the ability to take back control. By understanding how our aura is being farmed, how our brains are being overstimulated, and how generational behavior patterns differ, we can build a toolkit for resilience.

India, with its youth, its spiritual heritage and its growing awareness, stands at the edge of a major cultural reset. If we equip our young minds with knowledge, reflection and inner strength, we can create a generation that is not just tech-savvy but soul-aware.

This is not the end of digital evolution. It is the beginning of digital consciousness.

The Epstein Files now haunting Donald Trump

The Epstein Files now haunting Donald Trump

In July 2025, the political spotlight once again turned sharply toward the President of the United States, Donald J. Trump. But this time, it was not because of his policy decisions or campaign rhetoric. It was because his name reappeared multiple times in newly unsealed documents linked to one of the most disturbing scandals of the century, the Jeffrey Epstein case.

This revelation has reignited old debates and triggered a fresh wave of global media coverage. For many young Indians, this may seem like a distant Western controversy. However, there are important reasons why this story should matter, especially to the youth who are shaping India’s democratic, digital, and ethical future.

Understanding the Scandal’s Core

Jeffrey Epstein was a wealthy American financier whose public image included lavish parties and powerful connections. Behind the scenes, however, he was operating a highly organized network of sexual exploitation, allegedly involving underage girls, some of whom were trafficked across borders. His clientele and social circles included some of the world’s most influential men, including former and current political leaders, billionaires, and royals. The case first drew serious public attention in 2008, when Epstein received a suspiciously lenient plea deal for charges of child solicitation. That deal allowed him to serve a short sentence with day release privileges while avoiding federal prosecution.

In 2019, following renewed investigative efforts and public outrage, Epstein was arrested again. Before he could face a trial, he was found dead in his prison cell. Official reports cited suicide, but the circumstances triggered widespread doubt and conspiracy theories, mainly because surveillance footage malfunctioned and prison staff had been mysteriously absent during the critical hours. Fast forward to 2025, and the scandal has returned with new intensity. The United States Department of Justice (DOJ) released further documents, including logs and records from Epstein’s social and business life. Among those, President Donald Trump’s name was confirmed to appear multiple times, according to the DOJ’s own briefing given to him in May of this year.

President Trump’s Connection to Epstein

Donald Trump and Jeffrey Epstein were first linked in the late 1980s. Both were wealthy men, operating in elite circles, and both had homes in Palm Beach, Florida. They were seen together at social events and Epstein was even photographed at Trump’s Mar-a-Lago resort, which reportedly also employed Virginia Giuffre, one of Epstein’s key accusers, as a young staffer. In a 2002 interview, Trump described Epstein as a “terrific guy” and acknowledged his preference for younger women. Years later, however, Trump claimed he had cut off ties with Epstein long before the 2019 arrest. He said they had a falling out, although the details of that fallout remain unclear.

In the recently unsealed files, Trump’s name appears in Epstein’s guestbooks, in a personal “birthday book” containing notes and sketches, and in contact lists. While none of this material directly implicates Trump in criminal activity, the renewed attention has sparked debate about whether such associations are ethically defensible—especially when they involve someone who orchestrated a widespread abuse network.

Is There a Legal Case?

Currently, the DOJ has clarified that while President Trump’s name appears multiple times in Epstein’s files, no actionable evidence has emerged that warrants opening a criminal investigation against him. They stated that all materials have been reviewed and that there is no credible basis to proceed legally against uncharged third parties, including Trump. This does not mean that the matter is over. It simply means that without more direct evidence—such as credible witness testimony or communication logs clearly linking Trump to criminal activity—the law cannot proceed. In parallel, several members of the U.S. Congress have demanded the release of all unredacted documents, especially the “birthday book,” which reportedly contains handwritten notes and a sketch believed to be by Trump.

The balance between public interest and legal thresholds is at the heart of this debate. The justice system requires a high standard of proof. At the same time, democratic societies demand transparency, especially when leaders are involved in morally compromising networks.

Global Response to the Revelations

The United States is deeply divided in its response to the scandal. Supporters of Trump have largely dismissed the document releases as politically motivated attacks. Conservative media channels have portrayed the renewed interest as a distraction from real policy matters. In contrast, liberal networks have focused on the details of the documents, scrutinizing the implications for presidential accountability.

In the United Kingdom, the story has reawakened discussions around Prince Andrew, who had previously been named in relation to Epstein. British media outlets are once again revisiting those reports, linking royal privilege to the broader theme of elite immunity. French publications have drawn parallels with the case of Roman Polanski, the filmmaker who fled the United States after being charged with child sex abuse. In both cases, the concern centers around how social status can shield individuals from legal consequences, at least temporarily.

On social media, outrage has spilled across platforms. Hashtags such as #TrumpEpstein and #UnsealEverything have trended globally. Young content creators have responded with explainers, reels, and TikToks attempting to break down the scandal for younger audiences. This digital momentum has made the issue more accessible but also more polarizing.

Bigger Picture

It is easy to think of the Epstein scandal as an American issue. But when powerful men, anywhere in the world, manage to operate abuse networks with impunity, it reflects on the systems that protect them—and those systems often exist in other countries too. India has had its own share of revelations involving powerful individuals accused of abuse, ranging from self-styled godmen to film industry figures. The #MeToo movement, which took off globally, found powerful resonance in India and sparked important conversations about consent, silence, and power dynamics.

Moreover, Indian youth today are not just consumers of information. They are creators, curators, and amplifiers of truth. With one of the world’s largest internet-using populations, India’s young generation has tremendous influence in shaping narratives and demanding accountability. For students of law, public policy, media, and human rights, this case offers real-world lessons in investigative journalism, judicial limits, the role of public pressure, and the psychology of whistleblowing. It also invites introspection about how we respond to uncomfortable truths.

The Epstein-Trump connection teaches several important lessons. It reveals how power and silence often go hand in hand, how legal systems struggle when evidence is buried under layers of privilege, and how media can both uncover and obscure the truth. It also shows how critical it is to maintain the pressure for transparency. The recent release of Epstein’s files happened only after years of sustained public interest, media coverage, and legislative pushback. Without that, many names would have remained buried in sealed folders.

The youth, especially in India, have a special role to play in this era of information. Not just by reacting to content, but by investigating, questioning, and thinking deeply about the systems that shape our realities. Every generation has its moment to challenge authority and stand with survivors. This could be one of those moments. Ultimately, this is not just a political story. It is a human story. It is about how societies decide who gets protected and who gets silenced. It is about how truth, even when delayed or distorted, finds its way to the surface. As Indian youth navigate an increasingly complex world, their awareness and participation in global conversations like this one becomes more important than ever. Whether by sharing, researching, creating, or questioning—everyone has a role in defending the truth. Truth is not a trend. It is a responsibility. And now, that responsibility lies with all of us.

Influencer Permit Law for the Global Creator Economy

Influencer Permit Law for the Global Creator Economy

Imagine you are in Dubai, enjoying a rooftop view while sipping a drink and recording a quick Instagram reel to thank a skincare brand that sent you a product. You tag the brand, write a witty caption, and hit post. Now, believe it or not, you may have just broken the law.

Starting in October 2025, the United Arab Emirates (UAE) has introduced a new legal requirement. Any social media influencer or content creator promoting a brand, product, or service while in the UAE must first obtain an official “Advertiser Permit.” This applies even if there is no money involved in the promotion. Simply tagging a brand or showing a product in a promotional context, even if it was gifted, counts as advertising.

This new rule is a game changer for the global creator economy. It affects not just UAE residents but also visiting influencers and digital nomads. For Indian creators who frequently travel to Dubai or work with Dubai-based brands, this law is especially important to understand and follow.

What is the UAE “Advertiser Permit” Rule?

In July 2025, the UAE government introduced a law requiring influencers and digital creators to get an official permit before posting any promotional content. This rule is designed to regulate and professionalize the influencer industry within the country.

Anyone creating content that promotes a brand, product, or service while being physically present in the UAE must have this permit. It does not matter whether you are paid for the post or not. Even unpaid collaborations or gifted products fall under this regulation.

Tourists and visiting influencers are not exempt from this rule. If you are not a UAE resident but plan to post promotional content during your stay, you must apply for a temporary advertiser permit. This permit is valid for three months and can be renewed once. The application must be done through a licensed local content agency in the UAE.

There are a few exemptions. If you are promoting your own business, service, or product, you do not need a permit. Also, if your content is purely educational or cultural and not related to any brand promotion, it may not require a permit.

To apply for the permit, residents need to go through the UAE Media Regulatory Office, while tourists must work with an approved local agency. The process involves registering your social media accounts and providing details of your promotional content.

Why Did UAE Introduce This Rule?

The UAE government introduced this rule to bring structure and accountability to the rapidly growing influencer space. Here are some of the main reasons behind the decision.

There has been a significant increase in fake promotions and online scams. For instance, some scammers were pretending to represent Emirates Airline and running fraudulent ticket giveaways on Instagram. These scams damaged public trust and created confusion. As a result, Emirates even paused its own official social media advertising for a while.

Influencer marketing has become a serious industry, generating billions in revenue worldwide. Yet many influencers operate informally without proper disclosure or responsibility. The UAE wants to change that by making influencers work more like professionals who are accountable for their content.

Consumer protection is also a top priority. When influencers promote products without making it clear that it is an advertisement, it can mislead their audience. People may think it is a genuine personal recommendation when it is actually a paid endorsement. By requiring permits and disclosures, the UAE hopes to ensure transparency.

The government also wants to maintain high standards for the advertising and media industry. By applying similar rules to influencers as those used for traditional media, they aim to level the playing field and encourage ethical promotion practices.

Lastly, the permit system ensures fairness and regulatory clarity. It requires not only influencers but also brands and agencies to follow the same rules. Everyone in the content creation and advertising chain must be aligned and compliant.

How Does UAE’s Rule Compare to Other Countries?

Influencer regulations vary around the world. Let’s look at how the UAE’s new permit rule compares to influencer laws in other major countries.

In the United Kingdom, the Advertising Standards Authority (ASA) requires influencers to clearly label paid or sponsored content. Posts must include tags such as #Ad or #Sponsored at the very beginning so that viewers can instantly recognize them as advertisements. If an influencer fails to do so, they can face public warnings and mandatory takedown of content.

In the United States, the Federal Trade Commission (FTC) has strict guidelines for social media endorsements. Influencers must make disclosures that are clear and easy to understand, such as using “Paid Partnership with @brand”. Although there is no permit system like in the UAE, non-compliance can result in financial penalties, often exceeding fifty thousand US dollars.

Countries in the European Union, including France, Germany, and Italy, also require content labeling. In Germany, influencers must explicitly declare whether their content is paid or unpaid when referencing any brand. Violations can lead to legal action and court cases.

In India, the Advertising Standards Council of India (ASCI) issued guidelines in 2021. These guidelines make it mandatory to use labels like #Ad, #PaidPromo, or #Collab for any promotional post. While the rules are clear, enforcement is still limited compared to Western countries.

What makes the UAE stand out is that it is the first country to require a government-issued permit before posting any promotional content. It goes beyond simple disclosure and introduces a formal licensing system that tracks and regulates influencer activity.

What Indian Creators Need to Know

Dubai is a favorite destination for Indian influencers, travel vloggers, and digital creators. With this new rule in place, Indian content creators need to be aware of the legal implications before filming or posting from Dubai.

If you are an Indian creator traveling to Dubai for a brand collaboration, you must apply for a temporary advertiser permit. This includes any content that involves product placements, hotel stays, food reviews, or brand mentions. The permit must be obtained before the content is published, and it can only be issued through a licensed UAE agency.

Even if you receive a free product or service in exchange for a post, the UAE law treats it as a commercial promotion. Therefore, you will need a permit. Simply tagging a brand or using its location while posting a reel from Dubai can count as advertising.

If you are promoting your own business, the permit may not be necessary. For example, if you are a fashion designer showcasing your own products, this could be exempt. However, if you mention or tag any third-party service or business, the rule still applies.

Indian creators are advised to work with agencies or legal experts who are familiar with UAE’s media laws. Planning ahead is key. Obtain the necessary permits, understand your responsibilities, and follow the rules to avoid penalties or bans.

This is also an opportunity for Indian creators to level up. Treating content creation like a professional business means taking legal compliance seriously. The more trustworthy and transparent you are, the more likely brands are to work with you.

How to Be a Compliant and Professional Creator in 2025

The influencer industry is becoming more structured and global. Here are some practical steps to help you become a responsible and legally compliant content creator.

Start by understanding the legal requirements in different countries. Know the rules for advertising disclosures and promotional content in markets you are targeting. Bookmark websites like ASCI (India), FTC (USA), ASA (UK), and the UAE Media Regulatory Office for reference.

Approach content creation like running a small business. Set up financial tracking, keep records of brand deals, and issue invoices. Consider getting a GST registration if you are based in India and earning income from content.

Use written contracts for all brand collaborations. Include clear terms for deadlines, deliverables, payment, and legal responsibilities like permits and disclosures. Digital contract tools like DocuSign or Notion templates can be very helpful.

Invest in both creative and compliance tools. Use apps like Canva Pro, Buffer, CapCut Pro, and Notion for content planning. For financial and legal support, explore platforms like ClearTax or LegalRaasta.

Most importantly, maintain transparency with your audience. Always disclose when a post is sponsored, gifted, or a collaboration. Trust is the foundation of long-term growth in the creator economy.

Regulation and Responsibility Can Coexist

The UAE’s new permit rule may seem strict at first glance, but it reflects a growing global shift toward accountability in digital content. It is not about silencing creators, but about encouraging ethical practices, protecting consumers, and raising professional standards.

This law serves as a wake-up call. As content creation continues to grow, so does the need for structure, fairness, and responsibility. Indian creators and others working internationally must now think beyond engagement numbers. They must understand that being a content creator also means being a legal and ethical professional.

In the new digital era, the most successful creators will be the ones who are not just popular, but also transparent, responsible, and compliant.

Resources and Links:

Use and Throw Politics in India: A Deep Dive into the Culture of Political Disposability

Use and Throw Politics in India: A Deep Dive into the Culture of Political Disposability

Introduction: The July 2025 Wake-Up Call

In July 2025, India witnessed a cascade of political developments that exposed an alarming and increasingly normalized trend: the culture of “use and throw” politics. The abrupt resignation of Vice President Jagdeep Dhankhar triggered speculations about inner-party tensions and deliberate marginalization. BJP MP Nishikant Dubey, once one of the most vocal defenders of Prime Minister Narendra Modi, found himself isolated after controversial remarks about language use in Parliament. Mahua Moitra, a bold and articulate face of the Trinamool Congress, was denied a party ticket despite her legal activism and high visibility. These incidents, cutting across party lines, collectively signaled a deeper rot in the Indian political ecosystem. They raised a disturbing question: Are India’s political parties merely exploiting individuals for their electoral or strategic utility and discarding them once their usefulness ends?

This article investigates the phenomenon of “use and throw” politics in India, where political actors, allies, and ideologues are celebrated in moments of strategic convenience and quickly discarded when they begin to dissent, lose electoral value, or simply become inconvenient. The pattern represents a shift away from value-based politics grounded in ideology and consensus, and towards a transactional, top-down model of governance. Through real case studies, global parallels, examples of youth intervention, and constructive solutions, this article aims to map the current reality and chart a path forward.

Understanding the Nature of “Use and Throw” Politics

The phrase “use and throw” typically refers to disposable products. In the political sphere, however, it has come to symbolize the disposability of people, i.e. leaders, allies, bureaucrats, intellectuals, and grassroots workers, once they are no longer aligned with or beneficial to the current political leadership. This approach is not rooted in performance evaluation or democratic accountability. Rather, it often reflects a leadership’s desire to maintain absolute control, resist transparency, and avoid internal scrutiny.

This model manifests in various ways. It includes the sudden removal or sidelining of senior leaders without explanation, the suppression of dissenting voices within a party, the dissolution of once-prominent electoral alliances after they have served their purpose, and the public denouncement of figures who had previously been celebrated. It promotes short-term loyalty over long-term ideological alignment, rewards sycophancy over independent thought, and transforms parties from democratic institutions into hierarchically managed organizations with little room for internal debate.

The Modi Era and the BJP: Rewarding Loyalty, Discarding Dissent

The Bharatiya Janata Party under the leadership of Narendra Modi has emerged as one of the most formidable electoral machines in Indian political history. However, this dominance has been accompanied by allegations of centralization and intolerance for dissent.

Historically, the sidelining of BJP stalwarts L.K. Advani and Murli Manohar Joshi after Modi’s rise to the prime ministership in 2014 marked the beginning of a new political order within the party. Both leaders, who were instrumental in building the party during the Ram Janmabhoomi movement and the early coalition years, were moved into a non-functional advisory group called the “Margdarshak Mandal.” Despite their legacy, their political voices were silenced.

Further examples include Yashwant Sinha and Arun Shourie, who were prominent during the Vajpayee years and later marginalized after criticizing policies such as demonetization and the implementation of the Goods and Services Tax. Sanjay Joshi, a former RSS pracharak and one-time mentor to Narendra Modi during his Gujarat years, was removed from party affairs altogether once Modi’s control over the BJP apparatus solidified.

Recent years have seen the continuation of this trend. Nishikant Dubey, a loyal parliamentarian and advocate for the Prime Minister’s policies, made headlines in 2025 after stating that the BJP would struggle to win even 150 seats without Modi at the helm. This public glorification, instead of earning him favor, led to internal distancing following a controversial statement about English being a foreign language in Parliament. The party did not defend him robustly and his presence in strategic positions diminished.

In Telangana, T. Raja Singh, a vocal Hindutva proponent, resigned from the party after being denied a ticket. His resignation letter accused the leadership of ignoring ground realities and prioritizing pliability over commitment. In Karnataka, B.P. Yatnal, a senior BJP MLA, was suspended after challenging the appointment of B.Y. Vijayendra, son of former chief minister B.S. Yediyurappa, to key positions. Yatnal’s expulsion was interpreted by many as a signal to other dissenters.

These examples illustrate that in today’s BJP, allegiance to the leadership matters more than years of service, electoral track records, or ideological commitment.

Arvind Kejriwal and the Aam Aadmi Party: Idealism Meets Internal Suppression

The Aam Aadmi Party began with the promise of a new kind of politics: transparent, accountable, and decentralized. Born from the anti-corruption movement of 2011, its rise was meteoric. But over time, the party’s internal functioning has reflected many of the same authoritarian patterns it initially opposed.

The earliest and perhaps most dramatic instance of internal dissent being punished came in 2015 when Yogendra Yadav and Prashant Bhushan, both founding members of AAP, were expelled from the party. Their demand for greater transparency and democratic processes within the organization led to their removal from the national executive. Yadav likened the experience to being thrown out of his own home.

In recent years, senior leaders such as Gopal Rai have reportedly been sidelined during crises. Rai, who was once a central figure in Delhi’s governance model, was kept away from crucial decisions regarding the party’s operations in Punjab. Similarly, several municipal councillors from Delhi’s MCD resigned or defected, citing a culture of non-consultation and top-down decision-making.

Kailash Gahlot, a senior AAP minister, resigned in 2024 after citing governance issues and lack of transparency in decision-making. He joined the BJP soon after, which led to criticism of AAP’s ability to retain capable talent.

These events underscore how even parties founded on idealistic principles can fall prey to the same culture of disposability when internal dissent is equated with disloyalty.

The Congress Party Under Rahul Gandhi: Ignoring Experience, Discarding Loyalty

The Congress party, long known for its dynastic leadership and complex power structures, has seen several high-profile exits over the last decade. Under Rahul Gandhi’s leadership, critics allege, the party has often failed to accommodate strong regional voices and has alienated veterans who once formed its backbone.

Leaders like Ghulam Nabi Azad and Jyotiraditya Scindia left after expressing frustration at being sidelined. Scindia, despite years of service, said he had no role left in the party before joining the BJP, where he quickly ascended to a Union Cabinet position.

More recently, Shashi Tharoor, despite his global stature and political insight, has found himself excluded from diplomatic delegations and important party discussions. His nuanced positions and independent voice have often placed him at odds with the high command. In 2025, Acharya Pramod Krishnam publicly criticized Rahul Gandhi, calling him a reckless elephant who trampled over loyal party members.

Laxman Singh, the brother of Congress veteran Digvijaya Singh, was expelled from the party in June 2025 after making critical remarks. Meanwhile, despite its youth-focused reforms like Sangathan Srijan and ticket reservation for young leaders, the Congress continues to struggle with internal transparency and the integration of independent voices.

Regional Parties and Strategic Disposability

The culture of “use and throw” is not limited to national parties. Regional parties have often exhibited more centralized, personality-driven decision-making, which makes dissent even more precarious.

Mayawati’s Bahujan Samaj Party has seen repeated expulsions of senior leaders. Naseemuddin Siddiqui, once considered her Muslim face, was expelled amid allegations of disloyalty. Leaders like Swami Prasad Maurya and Brijesh Pathak, who later joined BJP, also cited marginalization.

In the Trinamool Congress, Mamata Banerjee has been criticized for silencing dissent within her ranks. Mahua Moitra, one of the party’s most articulate parliamentarians, was sidelined despite her activism on electoral transparency and citizen rights.

KCR’s Bharat Rashtra Samithi has faced internal discord over succession planning. Kalvakuntla Kavitha, KCR’s daughter, alleged being cut out of key decisions. Harish Rao, a senior leader and KCR’s nephew, was visibly distanced as K.T. Rama Rao was promoted as the future leader. Koneru Konappa, a long-time BRS MLA, was expelled after raising concerns about leadership concentration and later joined Congress.

These cases across regional parties show that strategic disposability is often driven by familial succession, perceived threat to the core leadership, or ideological divergence.

Global Examples of Political Purging and Marginalization

The idea of discarding allies after utility is not uniquely Indian. Joseph Stalin’s Great Purge in the Soviet Union saw the execution and imprisonment of thousands of once-loyal party members who were viewed as potential threats. Mao Zedong’s Anti-Rightist Campaign targeted intellectuals and reformers who had earlier been courted for their expertise. In Turkey, following the failed 2016 coup, President Erdogan dismissed over 135,000 officials from public service.

Even in democratic societies, versions of this pattern persist. Amnesty International flagged the rise of authoritarian tendencies post-2020 in countries like Hungary and Poland, where journalists and NGOs once courted by regimes were later persecuted.

The Role of Indian Youth: Breaking the Cycle

Amid this bleak scenario, India’s youth have shown resilience, creativity, and commitment to democratic values. Recent movements such as the Wayanad landslide protests, where young people demanded accountability from the government, and the Rajasthan student protests for restoring college elections, demonstrate that the new generation refuses to be passive.

Organizations like the Jharkhand Loktantrik Krantikari Morcha have created platforms for grassroots mobilization. Government initiatives like the MY Bharat platform and Viksit Bharat Dialogues have seen youth participation in governance processes, idea competitions, and development planning.

Youth leaders like Ridhima Pandey and Afreen Fatima have carved national spaces for themselves by challenging the system through democratic means, from climate action to student rights.

Global Models to Inspire Indian Youth

Indian youth can draw from successful global models. Australia’s Youth Parliament allows young people to draft and debate real legislation. Serbia’s Otpor movement trained youth in nonviolent resistance to dictatorship. In the United States, the Alliance for Youth Action supports civic engagement at the state level. Barcelona’s Decidim platform facilitates digital democracy, allowing citizens to propose and vote on local policies.

These initiatives show that democratic engagement by youth can be structured, strategic, and impactful.

How to Break the Pattern: Solutions and the Road Ahead

To counter the culture of political disposability, India needs transparent internal democracy within parties. Primaries and fixed tenures for leadership roles can democratize power. Youth fellowships on political ethics can develop watchdog groups that document and report cases of internal marginalization.

Digital civic platforms must be expanded to allow participatory governance at the local level. Cultural shifts, such as campaigns that thank outgoing leaders for their service instead of vilifying them, can foster dignity in political exits.

Above all, the youth must recognize their power not just as voters or protestors, but as leaders, researchers, organizers, and reformers.

Conclusion: From Disposable to Accountable Politics

India’s democracy thrives not just on elections, but on how it treats its contributors, thinkers, and dissenters. The politics of “use and throw” may serve short-term goals, but it erodes institutions and trust. By empowering youth, reforming internal systems, and embracing global best practices, India can move from a culture of disposability to one of dignity and accountability. The power to initiate that change lies in each of us.

AI Agenting and Youth in India: Jobs with Judgment, Not Just Automation

AI Agenting and Youth in India

Artificial intelligence agents are software systems capable of planning, executing and adapting to multi-step tasks on their own. These agents are not static assistants. They are virtual colleagues that may autonomously perform even high-value workflows. However, their lack of common sense and context awareness makes mistakes inevitable. The greatest risk lies not in malicious intent but in misunderstanding real-world nuance. For Indian youth, this is not merely a challenge. It is an opportunity. Learning to work with, supervise and correct these agents can lead to high-value careers. By combining technical understanding with human judgment, Indian professionals can become the stewards of AI outcomes.

Why AI Agenting Roles Are Exploding Right Now

Companies such as ServiceNow, Salesforce and SAP are deploying AI agents to automate complex workflows including handling customer queries, drafting emails, processing invoices. In one case, agents reduced resolution times by over 50 percent, while humans still provide the final validation. Global demand for “prompt engineers” is rising faster than any other AI role. In India, prompt engineering market is growing at nearly 33 percent compound annual growth rate. Meanwhile firms in India report a massive supply-demand gap: only 10–15 percent of the 650,000 AI professionals have the required agentic AI expertise, while demand could reach over 150,000 within the next year.

Talent Gap and Salaries in India

In India, less than half of the demand for Generative AI and NLP talent is currently met. With growing demand, a prompt engineer or agentic AI specialist with 2–5 years of experience earns around ₹25 lakh per annum. Mid- to senior-level professionals earn between ₹80 lakh and ₹2 crore annually. This talent gap and high compensation show that organizations increasingly value oversight and context-aware skills, not just code writing.

As agentic AI systems take on more autonomous tasks, human oversight becomes vital. Field leaders stress that without human validation, bias, ethical failures and legal missteps can escalate rapidly. By mid‑2025, about 35 percent of organizations plan to deploy agentic AI, reaching 86 percent adoption by 2027. Human‑in‑the‑loop practices ensure reliability, ethics, and accuracy in high‑stakes domains like finance, legal and healthcare. Salesforce CEO Marc Benioff argues that AI must amplify human capabilities, not replace them. Humans must stay central, especially as AI lacks empathy, judgement and values.

Global Trends & Indian Context

Globally, organizations are reshaping how agentic AI is integrated into workflows. In Australia, 61 percent of business leaders now use AI agents, but siloed implementations limit effectiveness and pose security risks. Integrated agent orchestration is essential. In India’s largest IT services firm, Tata Consultancy Services, the strategy is to embed AI agents alongside human employees—promoting a “Human + AI” model throughout operations.

India’s AI market is on a rapid growth path, projected to reach $8 billion by 2025 and $17 billion by 2027. This growth rate is up to 40 percent along the way. Led by government support such as the INDIAai national portal and multiple Centers of Excellence focused on agriculture, healthcare and sustainability, India invests heavily in AI skilling and research. By June 2025, Microsoft’s social‑impact AI program had trained over 2.4 million people in India, with 74% coming from tier‑2 and tier‑3 cities and 65% being women.

Career Paths & Skills to Build

Indian youth can thrive in AI agenting roles even without a CS degree. Emerging roles include:

  • Prompt Engineer
  • Agentic AI Architect
  • AI Workflow Manager
  • AI Risk Officer
  • Human‑AI Interaction Designer
  • Ethics Auditor or Red‑Team Tester

Core skills to develop:

  • Crafting clear and safe prompts (chain-of-thought, scenario-based prompting)
  • Designing multi-step workflows, using tools such as LangChain and AutoGPT
  • Building guardrails and risk mitigation protocols (e.g. human checkpoints, permission rules)
  • Testing and evaluation: audit routines, edge‑case simulations
  • Human‑AI interface planning, UX design, bias detection, model validation

Indian youth combine affordability, English fluency, adaptable learning mindset and proximity to a huge domestic market. Remote work is also growing—indian professionals can lead global AI agent teams from home. College streams don’t matter as much as having curiosity, communication skills and critical thinking. AI agents may take over repetitive tasks, but leadership, judgement and ethics belong to humans.

Risks of Not Being In the Loop

AI agents lack discretion. The true danger is misunderstanding. Without human checks, they can delete crucial files, execute dangerous commands or expose confidential data. According to OpenAI CEO Sam Altman, some job categories like customer support may disappear entirely. But he also stresses that humans remain essential, especially in areas like medicine. AI may outperform in efficiency, but not in trust or responsibility.

AI agents are fast spreading across industries—from retail to healthcare. They represent scalable, autonomous digital labor. But robotics without human stewardship is brittle. The future lies in humans who supervise, validate, and direct AI agents. By developing specialized AI agenting skills, Indian youth can lead the transformation and shape ethical, efficient AI ecosystems. The AI era is not about replacing humans. It is about redefining roles. Learning to guide AI, set guardrails, cross-check outputs and uphold ethics is the frontier. That’s where Indian youth can make their impact. Be ready, upskill now and become the human pilot in a world of autonomous agents.

Temple, Territory, and Tension: The Cambodia–Thailand Border Conflict and India’s Ancient Link

Temple, Territory, and Tension: The Cambodia–Thailand Border Conflict and India’s Ancient Link

On July 26, 2025, the world woke up to the news of escalating conflict between Thailand and Cambodia. Airstrikes, rocket launches, and artillery exchanges transformed the quiet border into a full-blown warzone. This is not just a battle over lines on a map—it is a crisis rooted in history, faith, and pride. With over 32 people killed and more than 130 injured, including children and civilians, the world is watching with bated breath. This article explores the roots of the conflict, its cultural underpinnings, its humanitarian toll, and how India is intrinsically tied to this ongoing crisis.

Historical Background: A 900-Year-Old Dispute

The conflict between Thailand and Cambodia over the Preah Vihear temple and its surrounding territory is not new. Dating back to the era of the Angkor Empire, the temple has been a symbol of Khmer pride and spiritual significance. In 1907, a French-made map assigned the temple to Cambodia, then under French colonial rule. Thailand never accepted the map’s validity. The International Court of Justice ruled in 1962 that the temple belonged to Cambodia. However, Thailand continued to assert claims over the adjacent land, creating a long-standing territorial dispute that has periodically flared into violence. The situation intensified in 2008 when Cambodia secured UNESCO World Heritage status for the temple, a move Thailand opposed strongly.

The Present Conflict: Why Now?

In 2025, a combination of political instability in Thailand and strategic leadership assertion in Cambodia led to renewed hostilities. Thailand, currently under an acting Prime Minister after the suspension of Paetongtarn Shinawatra, launched ‘Operation Yuttha Bodin’ involving F-16 airstrikes on Cambodian positions. Cambodia retaliated with BM‑21 rocket attacks on Thai border towns. A leaked call suggesting backdoor deals between Thailand’s former PM and Cambodia’s Senate President further inflamed public and military sentiments. Both nations accused each other of war crimes, including targeting civilians and using banned weapons like cluster munitions.

Humanitarian Impact: Civilians Caught in the Crossfire

The border conflict has displaced more than 1.5 lakh people. Thailand alone has seen over 138,000 civilians evacuated from the Trat and Sisaket provinces. Cambodia reports at least 20,000 displaced in the Preah Vihear and Oddar Meanchey provinces. Infrastructure like schools and hospitals has been damaged or destroyed. Reports of children sheltering in bunkers instead of going to school, and families cooking over open fires in makeshift camps, paint a grim picture of the human cost of war. Accusations have flown from both sides—Thailand blames Cambodia for targeting ambulances, while Cambodia condemns Thailand for deploying cluster bombs in civilian zones.

Cultural Ties to India: A Legacy of Shared Heritage

India’s influence in Southeast Asia, particularly in Thailand and Cambodia, is profound. Angkor Wat in Cambodia, the world’s largest Hindu temple complex, is dedicated to Vishnu. Preah Vihear itself is a 9th-century Shiva temple. In Thailand, the national epic ‘Ramkien’ is based on India’s Ramayana. Sanskrit has influenced both Khmer and Thai languages. Indian cultural footprints—yoga centers, temples, classical dance, and spiritual institutions—are actively maintained in both nations. This conflict, in essence, also reflects a fracture in what was once a harmonious civilizational exchange.

Global Reaction and ASEAN’s Struggle

The United Nations Security Council convened an emergency meeting urging both parties to cease hostilities. Cambodia expressed willingness to accept a ceasefire proposed by ASEAN chair Malaysia. Thailand, however, rejected third-party mediation, demanding bilateral resolution. ASEAN’s inability to enforce peace among its members exposes structural limitations in its framework. Countries like the U.S., China, France, and India have called for restraint and offered to facilitate peace. Yet, violence continues with no clear diplomatic breakthrough.

India’s Role: Diplomacy and Diaspora

India has maintained a position of neutrality, calling for peace while protecting its citizens in the region. Travel advisories have been issued for Indians in Cambodia and Thailand, particularly near the conflict zones. India has strong economic and cultural ties with both nations through its Act East policy. Indian yoga institutions, embassies, and businesses operate across both borders. Though not a direct participant, India’s strategic interests in regional stability and cultural legacy make it an indirect stakeholder in this conflict.

What Indian Youth Can Learn

Indian youth have a lot to gain from studying and understanding such international conflicts. Students can explore career paths in diplomacy, international law, and conflict resolution. Aspiring journalists can use this as a live case study in conflict journalism. Cultural preservationists can engage in cross-border NGO projects to restore damaged sites. Most importantly, youth must counter misinformation through digital literacy and promote narratives of peace and historical unity. With India’s cultural DNA embedded in these lands, young Indians have a moral and strategic reason to stay informed and involved.

Path to Peace: Potential Solutions

A few clear solutions emerge from this crisis. First, the deployment of a UN peacekeeping team could stabilize the area. Second, a joint heritage agreement between Thailand and Cambodia could allow shared management of the Preah Vihear temple. Third, ASEAN should consider forming a neutral border tribunal to resolve similar disputes in the future. Cross-border cultural exchange programs and youth-led initiatives can also help rebuild trust. India and other neutral countries like Vietnam and Indonesia could facilitate non-partisan dialogues. History teaches us that peace comes not by choosing sides, but by choosing sense.

Conclusion

The Cambodia–Thailand border war is a tragedy of pride, politics, and historical grievances. Yet within this crisis lies a deeper reminder of the shared culture that once united these nations through Indian influence. As borders burn and diplomacy falters, it becomes the responsibility of the next generation—to preserve peace, to uphold history, and to rebuild broken ties with wisdom, not war.

The Fall and Future of Trust & Safety: A Deep Dive into the Internet’s Invisible Guardians

The Fall and Future of Trust & Safety: A Deep Dive into the Internet’s Invisible Guardians

From fighting fake news to removing hate speech, Trust & Safety (T&S) teams have silently worked behind every major digital platform to ensure that the internet remains a safe space for users. However, in recent years, particularly between 2021 and 2023, the foundation of this crucial ecosystem began to crack. Layoffs, political pressure, misinformation, and growing public distrust have all thrown the T&S world into turmoil. But amidst these challenges, there’s also hope,hope for a more informed, inclusive, and resilient future for digital safety.

Understanding Trust & Safety and the Role of Content Moderation

Trust & Safety (T&S) teams are the invisible protectors of the digital world. They exist across all major tech companies,Meta, Google, Amazon, Twitter (X), and more,and operate at the intersection of technology, policy, law, and user welfare. Their responsibilities go far beyond deleting objectionable content. T&S teams are responsible for building and enforcing platform guidelines, liaising with law enforcement, preventing child sexual abuse material (CSAM), identifying financial scams, and ensuring that every new feature launched on a platform is not exploitable by bad actors.

At the heart of T&S work lies content moderation. This is the systematic process of reviewing and taking action against user-generated content that violates platform policies or legal standards. There are different levels of moderation, Artisanal (small-scale, in-house moderation), Community-driven (volunteer-based moderation like Reddit or Wikipedia), and Industrial (outsourced, automated systems used by giants like Facebook).

Moderation practices include removing harmful posts, flagging misleading content, and algorithmically reducing the visibility of borderline posts. These efforts ensure that platforms do not turn into lawless digital jungles.

The Crisis: Layoffs, Public Mistrust, and Emotional Burnout

Between 2021 and 2023, the global tech industry experienced massive layoffs, and T&S teams were among the hardest hit. At Twitter alone, over 15% of the T&S workforce was dismissed following Elon Musk’s acquisition. Similar patterns were observed at Meta, Google, and Amazon. This wasn’t just about cost-cutting,it was also political. As content moderation became linked to ‘censorship’ narratives, platforms chose to back off rather than face public and political backlash.

This professional upheaval led to emotional burnout among T&S workers. Many moderators were constantly exposed to traumatic content,violence, abuse, hate,and without proper mental health support, they reported symptoms of PTSD, anxiety, and long-term psychological distress. Visa holders and international workers faced added pressure as layoffs threatened their legal residency. Meanwhile, public misconceptions painted T&S professionals as enemies of free speech, compounding their stress and isolation.

India’s Unique Challenges in Trust & Safety

In India, T&S faces additional hurdles. While countries like the US and those in the EU have more mature regulatory environments and defined professional roles, India still lacks coherent frameworks. The Intermediary Guidelines (2021) set basic expectations, but they remain vague. Most content moderation work in India is outsourced to BPOs and third-party vendors where training, transparency, and emotional well-being are often neglected.

With over 20 major languages and a highly diverse population, moderation in India demands context-sensitive systems that can detect intent across cultures and dialects. However, one-size-fits-all algorithms often fall short. Furthermore, platform responses tend to be reactive, only intervening after a crisis. This prevents proactive safety design and erodes user trust.

India’s youth, with digital fluency and linguistic diversity, are well-positioned to bridge this gap,if supported with the right education and career pathways.

Artificial Intelligence in T&S: Boon or Bane?

AI has transformed the way moderation can be executed, allowing platforms to scan millions of pieces of content at once. It helps reduce exposure to harmful material for human reviewers and offers rapid translation and anomaly detection. AI tools can flag posts, remove clear violations, and even predict risk patterns.

However, AI has serious limitations. It struggles with understanding sarcasm, regional dialects, or contextual humor. Worse, it can amplify biases if trained on skewed data. There’s also a lack of clear accountability,when AI makes a mistake, who is to blame?

The way forward is a hybrid model,AI for speed and scale, humans for empathy and nuance. This combination is already being adopted by several platforms and holds promise for the future of safer, smarter content moderation.
Pathways for Indian Youth: How to Join the T&S Movement
As digital spaces grow, so does the demand for ethical, skilled Trust & Safety professionals. Indian youth can play a pivotal role in shaping this space. Here are some ways to get involved:

  1. Explore roles such as Content Analyst, Policy Researcher, UX Safety Designer, and AI Safety Engineer in tech firms.
  2. Gain certifications through platforms like the Trust & Safety Professional Association (TSPA).
  3. Volunteer for community moderation on platforms like Reddit, Discord, or Wikipedia.
  4. Work with civic tech or digital rights organizations like Internet Freedom Foundation and FactChecker.in.
  5. Promote safe conversations in college forums and WhatsApp groups,grassroots digital safety matters too!

Core skills needed include critical thinking, ethical reasoning, multilingual fluency, and familiarity with tech tools. With the right knowledge and intent, young Indians can become leaders in a safer digital future.

The Future: Rebuilding Trust and Reinventing Safety

Despite setbacks, there are reasons for optimism. New legislation in the EU, growing public discourse, and efforts by professional organizations are laying the groundwork for T&S to evolve into a formal, globally respected profession. AI tools are becoming more refined, and hybrid moderation systems are being scaled. Most importantly, a new generation of youth is beginning to see digital safety not just as a backend job, but as a civic duty.

As one T&S expert put it: “Online safety is not a destination. It’s a process.”

Creating safe digital environments requires more than tools,it requires people who care. It needs designers who anticipate misuse, moderators who understand context, engineers who build ethical AI, and users who support healthy dialogue. Together, this ecosystem can transform the internet from a chaotic free-for-all to a trusted space for all voices.

US AI Regulation in 2025: Why the World Must Balance Innovation with Responsibility

US AI Regulation in 2025: Why the World Must Balance Innovation with Responsibility

In May 2025, a video began circulating on social media that appeared to show a well-known U.S. senator resigning from office amidst scandal. Within hours, it was trending across platforms, fueling speculation, outrage, and even market tremors. But 48 hours later, forensic analysts confirmed what many had feared, it was a deepfake, a hyper-realistic, AI generated video. By the time the truth was clarified, reputations had been damaged, political fallout had begun, and public trust had eroded. This incident was not an isolated prank, it was a powerful warning of what unregulated artificial intelligence is capable of.

Artificial intelligence is no longer confined to the labs of Big Tech or the backend of search engines. It is now crafting stories, manipulating voices, generating images, writing code, producing art, and even shaping public discourse. This growing influence has ignited a global debate that is currently playing out with full intensity in the United States. The central question is urgent and complex: How do we embrace AI’s transformative potential without compromising privacy, truth, safety, and democracy?

To understand this debate, it is essential to first grasp what AI regulation entails and why it is becoming a cornerstone of policy discussion across the world. AI regulation refers to the creation of laws, standards, and frameworks that govern the development and deployment of artificial intelligence systems. These rules are designed to prevent harmful uses of AI, protect user privacy, ensure fairness and transparency, and establish accountability for the outcomes generated by machines. In essence, AI regulation aims to strike a balance, encouraging innovation while placing necessary guardrails to safeguard individuals and institutions.

In the United States, the regulation of AI has now become a defining issue of the political landscape. In July 2025, President Donald Trump unveiled a sweeping “AI Action Plan” as part of his campaign to regain political leadership. This plan included a series of three executive orders that promote rapid AI growth by minimizing federal oversight and encouraging technological expansion. The orders aim to fast-track infrastructure development for data centers, promote international exports of American AI technologies, and strip away what the plan describes as “ideological filters”, a direct reference to banning AI systems that exhibit so-called “woke” or politically progressive behavior. Perhaps the most controversial part of the plan is its mechanism to penalize state governments that attempt to regulate AI more stringently by cutting off federal funding for AI related infrastructure. In Trump’s vision, AI should remain a free, unshackled tool for American dominance, not a tightly controlled or censored technology.

In sharp contrast, Congress has responded with a series of legislative proposals that reflect growing public concerns about privacy, misinformation, and manipulation. A bipartisan bill known as the AI Accountability and Personal Data Protection Act was introduced in July 2025 by Senators Josh Hawley and Richard Blumenthal. This proposed law would give individuals the right to sue technology companies if their personal data or intellectual property was used without consent in training AI models. It would also impose transparency obligations on companies, requiring them to disclose how their models are trained and what data is involved. In addition, the TAKE IT DOWN Act, signed into law earlier in May, mandates that platforms remove AI generated deepfake content if it is non-consensual or defamatory, particularly in cases involving sexual imagery or reputational harm. These legislative moves reflect a growing realization among lawmakers that without legal consequences, AI misuse will only accelerate.

Beyond the halls of Congress, U.S. state governments are actively passing their own AI related laws. States like Montana have banned the use of AI for government surveillance, while others like California are pushing for stricter guidelines on transparency and disclosure in AI generated content. These statelevel initiatives show that lawmakers at all levels recognize both the opportunities and the risks AI presents. However, under Trump’s AI Action Plan, these same states could see their federal support for AI infrastructure and broadband expansion withdrawn, setting up a complex federal-state conflict that may play out in courts as well as in upcoming elections.

The urgent need for regulation becomes clearer when we look at the real-world risks and harms already emerging. One of the most visible dangers is the proliferation of deepfakes. These synthetic videos and audio recordings can be used to impersonate politicians, journalists, or private citizens, leading to misinformation, public panic, and personal devastation. They blur the line between truth and fiction, making it increasingly difficult for the public to know what to trust.

Another critical concern is data piracy. Many large language models and generative AI systems have been trained on vast troves of data scraped from the internet, including copyrighted books, personal blogs, artworks, medical records, and social media conversations. Much of this data was used without consent, compensation, or even notification, raising serious ethical and legal concerns about intellectual property and digital rights.

There is also the issue of algorithmic bias and discrimination. Multiple studies have shown that AI systems can produce skewed results when used in hiring, criminal sentencing, facial recognition, or credit scoring. These biases often reflect historical inequalities embedded in the data used to train the systems. The consequences of such bias are not theoretical, they are already impacting lives in the form of denied jobs, wrongful arrests, and unequal treatment.

Mental health is yet another front where AI poses growing challenges. Platforms powered by AI algorithms can manipulate user behavior by optimizing for engagement, often reinforcing addictive behaviors or pushing harmful content. Teenagers and young adults are particularly vulnerable to these influences, which can lead to anxiety, depression, and other psychological effects.

Finally, the lack of coordinated global regulation has led to a fragmented and often chaotic AI environment. While Europe has passed the EU AI Act, a structured legal framework that classifies AI by risk and imposes strict requirements for high-risk systems—the United States has no national law of similar scope. India, meanwhile, has adopted a light-touch approach, issuing ethical guidelines and promoting innovation but without clear enforcement mechanisms. This global regulatory gap creates a “Wild West” where companies can exploit jurisdictions with weaker laws, bypassing accountability and undermining fair competition.

India now stands at a strategic crossroads. As the world’s fastest growing digital economy and a rising force in AI development, it has both the opportunity and the responsibility to shape the ethical landscape of global technology. Indian youth, in particular, have a chance to lead this change. They can build AI tools that prioritize transparency, fairness, and inclusion. They can create regional language models that reflect local cultures without replicating global biases. They can also contribute to open-source projects, launch ethical tech startups, and demand legal frameworks that protect creators and consumers alike.

Regulation should not be viewed as a barrier to innovation. Instead, it must be seen as a guide rail, something that ensures technological progress moves in a direction that is beneficial, inclusive, and accountable. Without rules, AI can become a weapon of misinformation, surveillance, and inequality. With thoughtful governance, it can be a force for empowerment, education, and economic growth.

The AI debate unfolding in the United States is not merely a policy discussion; it is a reflection of the kind of society we want to build. As deepfakes erode trust and data misuse challenges privacy, the future of AI will depend not only on engineers and entrepreneurs but also on lawmakers, educators, and an informed public. It is no longer a question of whether to regulate AI, but how and how soon.

As India, the U.S., and the rest of the world chart their course, the most important voices in this conversation may well come from the youth. They are the users, the creators, and the future leaders of this technology. It is time they shape it with clarity, courage, and conscience.