Category: Business

When AI Stops Being Just a Tool

Artificial intelligence was once imagined as a helpful assistant something that could write emails, solve problems and generate ideas. But recent warnings from Anthropic, the company behind Claude, have raised a harder question: What happens when increasingly capable AI systems are given the ability to act on their own? Indie Times takes a behind the scene look at the brewing controversy that has the world spooked. The recent Anthropic’s research which has documented experimental cases in which AI agents behaved in unexpected ways when placed in high-stakes simulations, has opened a pandora’s box of possibilities which are taking the world by storm.  In one set of tests, models were found attempting to manipulate situations to avoid being shut down. A newer 2026 study further described additional simulated failures, including agents covertly changing computer code, helping users commit fraud and coaching people to reveal confidential information. Anthropic stressed that these were controlled experiments, not evidence of an AI system independently causing such harm in the real world. Nevertheless it rang alarm bells in the cyber world as indeed these were, however, real-world reported criminals using Claude in cyber operations where there have been examples of AI being misused. In July 2026, Anthropic said it discovered three cases in which Claude models, during cybersecurity evaluations, reached the internet and gained unauthorized access to real systems belonging to three organizations. A later review identified a fourth incident from January 2026. Anthropic said it notified the affected parties to be on their guard.  The company also reported criminals using Claude in cyber operations, fraud and surveillance. Its September 2026 report described AI-assisted operations that automated parts of reconnaissance, exploitation and data theft. However, Anthropic said humans remained involved in setting targets and reviewing stolen information but role of AI in assisting these operations   These incidents do not prove that AI is inherently dangerous. They demonstrate something more specific: as AI systems become more autonomous and powerful, mistakes, misuse and unexpected behaviour can have larger consequences. The controversy, therefore, is not simply about whether machines will “take over.” It is about how quickly AI capabilities are advancing, and whether safety, oversight and accountability can advance just as quickly. A thought so scary that it changes our perspective of all things digital!
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 Guru Shisya Parampara Still Thrives in Lucknow

 In an era of two-minute reels, instant certification, and AI apps, one might assume the traditional Guru-Shishya Parampara is facing an existential crisis. Yet, walk down the lanes of Kaiserbagh on a quiet evening, past the historic corridors of Bhatkhande Sanskriti Vishwavidyalaya, or saunter around the UP Sangeet Natak Akademi bylanes and you will hear a different story. On Teachers Day, Indie Times salutes the spirit of Guru Shisya Parampara in the city as we trace the legacy of this quaint tradition. New-age music courses may be remarkably good at giving students information but does it endure? Today with a few clicks, a student can understand scales, finger positions, rhythm patterns and even practise basic bandishes within the comfort of their home, and no doubt for someone just discovering music or the finer arts  these courses can be a wonderful first step. But ask a serious learner in Lucknow, and the conversation often goes deeper. Explains Aditya Singh, a self taught student of music, “Music is not only about getting the notes right. A computer may tell you where your fingers should go, but it cannot always notice the tiny tension in your wrist during a fast tabla passage, the hesitation before a taan, or the difference between simply singing a meend and actually feeling it. These are things a teacher notices because they have spent years listening, practising and making the same mistakes themselves. I learnt a lot of things online but understood the deeper nuances only when I trained under a guru.” Not surprising though as Lucknow has always understood this relationship between teacher and student for generations. The city’s musical identity has been shaped by a tradition in which knowledge is not merely written down, it is heard, observed and lived.  The legacy of the city’s music learners also finds a mix of traditional and contemporary training spaces. Institutions such as the U.P. Sangeet Natak Akademi and local academies offering vocal, tabla, keyboard, guitar and other disciplines reflect how Lucknow’s musical ecosystem continues to evolve. The city can now offer both the convenience of structured courses and the intimacy of personal instruction. While technology has not necessarily taken the Guru’s place, in many cases, it has simply extended the Guru’s reach. A teacher in Lucknow can now guide a student thousands of kilometres away through a live one-to-one session. For the modern learner, an online course may open the door. But when curiosity turns into commitment, something changes. The student begins searching for correction, interpretation, improvisation and a deeper musical voice, this is where the importance of a guru comes out strong, who the student can revere and look upto to hone his own skills to perfection.  That is where the old relationship between Guru and Shishya still matters. In Lucknow, the journey may begin with a screen, but for many serious musicians and their students, it eventually comes back to a teacher sitting across from them, listening, and saying, “Phirse Karo,.” (repeat again)! “An App Doesn’t Know When You Are Hurting” “An app can teach you the steps, but only a Guru can teach you Kathak. Books give you information, but an Ustad gives you Taleem—transmitting the soul, the rhythm, and the living grace that no screen can ever capture.”says Nischal Shukla, a Kathak dancer from Bhatkhande University.
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From Data to Policy Decisions: Building an Evidence Based  Data Ecosystem for Uttar Pradesh

 Data is often described in numbers, dashboards, indicators and databases. But behind every number is a person, a family, a village, a school, a hospital and a life that is touched by a government decision. It is this human dimension of data that came alive during the workshop on Data Landscape and Data Harmonisation, organised by the State Transformation Commission, Uttar Pradesh, in collaboration with the Indian School of Business (ISB). The two-day workshop organised in Lucknow brought together perspectives, experiences and ideas around one of the most important enablers of effective governance: reliable, comparable and meaningful data. Experts shared that for a state as large and diverse as Uttar Pradesh, data is generated every day across departments, districts and programmes. Yet, the real value of this vast data landscape emerges only when different pieces can speak to each other. With over 100 officials, and  as many as 36 departments, six thematic Knowledge Café tables attending the two day workshop, issues related to data duplication, inconsistent definitions, manual processes, interoperability challenges were discussed. Deliberations also touched upon the proposed State Data Authority/data architecture direction. An important aspect that also emerged here was the need for gender disaggregated data which would require each data piece to be viewed with a gender lens.    Dr. Aarushi Jain, Director, Bharti Institute of Public Policy, Indian School of Business, leading the workshop said, “Data harmonisation is not simply about bringing datasets together; it is about creating an evidence infrastructure that enables governments to learn, adapt and make better decisions. The real value of data lies in its ability to strengthen implementation and ultimately improve outcomes for citizens. The workshop with the Government of Uttar Pradesh is an important step towards building a more integrated, interoperable and decision-oriented data ecosystem for the State.”  A fact that most participants agreed upon and stressed that Data harmonisation is not merely a technical exercise. It is about creating a common understanding. It is about ensuring that when two departments talk about a household, a school, a farmer or a health facility, they are able to do so using information that is consistent, credible and comparable. Predictably, such alignment can help decision-makers see the bigger picture rather than isolated fragments. The discussions at the workshop also reinforced a simple but powerful idea: better data can lead to better decisions, but only when it is connected to real human needs. A well-designed data system can help identify which children need greater support, where healthcare gaps exist, which communities remain underserved, and where public resources can make the greatest difference. Additionally the collaboration between the State Transformation Commission and ISB reflected the importance of bringing policy, administration, technology and academic expertise together. Data, if collected accurately, creates a space not only to understand the existing data landscape, but also to imagine how it can evolve into a more integrated, responsive and future-ready ecosystem. Ultimately, the objective is not to collect more data for the sake of collecting data. It is to make the data we already have more useful, more trustworthy and more accessible for informed action.
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Lucknow’s RWAs: Who Watches the Regulators?

 For thousands of apartment residents in Lucknow, the Resident Welfare Association (RWA) is the closest thing to a local government. It regulates parking, maintenance, security, common facilities and, increasingly, the movement and conduct of tenants and visitors. But what happens when residents question the authority of those running these associations? In December 2025, the Deputy Registrar, Firms, Societies & Chits, Lucknow Division, cancelled the registration of Celebrity Green F & G Resident Welfare Association after finding that its formation was legally untenable. Residents had challenged its constitution, pointing to the absence of the mandatory Completion Certificate. The order also dealt with allegations concerning unauthorised maintenance collections, prepaid electricity charges, parking and common-area management, and the RWA functioning without a lawful handover from the promoter. The case raises an obvious question: if an association’s registration is subsequently cancelled, what happens to the money it collected while it was functioning, and under what authority were those charges imposed? In July 2026, the Lucknow Bench of the Allahabad High Court, hearing a dispute involving Sarvodaya Sulabh Apartments in Gomti Nagar Extension, observed that existing laws do not provide an effective mechanism for resolving disputes between apartment owners and RWAs. The court asked the Uttar Pradesh government to examine the possibility of a dedicated grievance-redressal mechanism. The dispute included allegations that the RWA had closed six of the society’s ten entry gates, imposed parking charges, clamped vehicles and charged ₹500 a day from defaulters, besides using a private crane to tow vehicles. Questions were also raised regarding the RWA’s constitution. In 2025 in another Lucknow apartment complex a police case was filed  alleging by two tenants that they were assaulted after a parking dispute involving RWA members. The incident illustrates how disputes over parking and society rules can escalate, particularly when tenants have limited representation in decisions affecting them. Against this backdrop, the Indie Times Investigative Team examined four apartment societies, comparing their registered bye-laws with rules actually enforced on residents. The investigation focused on penalties, parking restrictions, tenant permissions, visitor access and use of common facilities. The central question was simple: were these rules authorised by the registered bye-laws, or created through informal committee decisions? The investigation also examined the money residents pay. Do RWAs maintain audited annual accounts? Are maintenance collections reconciled? Who approves vendor contracts? Are penalties properly accounted for? Can residents inspect the accounts they fund? A further area of concern is Interest Free Maintenance Security (IFMS). Under the UP RERA framework notified in July 2026, developers are required to maintain IFMS separately and transfer the corpus, along with records, to the association at project handover. For residents, therefore, the issue is bigger than a parking dispute or a maintenance bill. It is whether associations exercising substantial day-to-day authority can demonstrate the legal basis for their rules and account transparently for the money collected from the people they govern.
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Yash Garg Scripts Last-Ball Miracle as Meerut Mavericks Stun Kashi Rudras in Lucknow T20 Opener Match

Yash Garg and Zeeshan spin Kashi out for 118 After winning the toss, Meerut captain Rinku Singh elected to bowl first. Kashi Rudras opener Abhishek Goswami provided his team with a solid start, scoring 42 runs off 32 balls. However, Yash Garg struck to dismiss Kashi captain Karan Sharma, giving Meerut an important breakthrough. Sunrisers Hyderabad spinner Zeeshan Ansari, who finished with impressive figures of 3/19, then combined with pacer Vishal Chaudhary (2/13) to put the Kashi middle order under pressure. Garg’s four-wicket haul also took him past the landmark of 50 wickets in his tournament career, taking his tally to 51. Kashi Rudras were eventually bowled out for 118 in 20 overs. 119-run chase turns into a thriller What appeared to be a modest target became a dramatic chase as Kashi’s bowlers kept the pressure firmly on Meerut.  Wickets continued to fall, and with just one wicket remaining, Meerut’s hopes of victory appeared to be fading. But Garg had other ideas.The all-rounder produced a stunning finish under enormous pressure, striking three sixes and a boundary in the decisive final over before calmly taking the winning run from the last ball. The result left Kashi Rudras with a bitterly disappointing defeat after they had controlled much of the contest. Reflecting on the loss, Kashi captain Karan Sharma said, “It is a disappointing loss. The way the team fought, it is painful to lose, but that is part of the game. Our bowlers had executed their plans brilliantly and put us in a winning position. Full credit goes to them.” Asked where the match slipped away, Sharma said, “We lost the match in the final over. Until then, we were in a very good position. We will work on our mistakes and sit down to discuss how we can improve in the upcoming matches.” Match Awards
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Lucknow Became the Perfect Backdrop for ‘Batwara 1947’

Lucknow witnessed a special blend of cinema, history and emotion as Sunny Deol, Preity Zinta and Karan Deol arrived to promote Batwara 1947. Their photo shoot at the historic Purana Lucknow Imambara gave the visit an evocative touch, bringing the stars face-to-face with a city whose architecture and soul carry centuries of stories dating back to India’s partition in 1947. The timing the for the visit to Lucknow was ideal with Batwara 1947 releasing on August 14, just a day before Independence Day, for the starcast of the film Lucknow  was like a especially meaningful stop. The film’s story of Partition, displacement, family and human resilience made the timing deeply poignant, a reminder that behind history’s biggest events are ordinary people, their homes, their memories and their hopes for a better tomorrow. During their visit the trio also met Uttar Pradesh Chief Minister Yogi Adityanath, adding another significant moment to their Lucknow visit.
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Between Order and Anarchy: Why the Delhi Police Deserve Understanding, Not Condemnation

​The recent protest at Jantar Mantar over the NEET examination leak addresses a deeply emotional issue. The frustration of students and the grief of affected families are unquestionable, and the cause rightfully drew widespread national support.  However, when a peaceful demonstration morphs into a march toward the Parliament despite active restrictions under Section 163 of the BNSS, the core issue shifts dramatically, from a battle for educational reform to a critical challenge of law and order. ​As someone who has stood on the front line of law enforcement and faced the unpredictable, volatile nature of large crowds, I view the actions of the Delhi Police through a lens grounded in operational reality. ​ When thousands attempt to storm the high-security perimeter of the nation’s Parliament during an active session, police personnel do not have the luxury of extended debate. Their sole, non-negotiable mandate is to prevent breach, chaos, and total anarchy. In high-stakes crowd control, police officers must act decisively. Because in such moments, strategic overaction is far safer for public safety than tragic inaction. ​Consider the facts on the ground:  ​Restraint Under Severe Provocation: Despite facing heavy stone-pelting that resulted in injuries to nearly 70 officers and jawans from the Delhi Police and CAPF, personnel refrained from opening fire. Prioritising Life: The force relied strictly on non-lethal crowd-dispersal methods, batons, tear gas, and rubber bullets, ensuring zero fatalities amid a high-tension standoff. Proportional Action: The objective was never to target innocent students but to neutralise a mob mentality that often co-opts legitimate grievances and uses peaceful onlookers as shields. ​It is remarkably easy to criticise from an armchair, accusing law enforcement of excessive force. It is far harder to stand in full tactical gear, absorbing stones, insults, and physical injury, while bearing the onerous burden of keeping the peace.  The injuries sustained by innocent students are deeply unfortunate; however, when crowds disregard legal directives and force their way into high-security zones, aggressive police intervention becomes inevitable. The Delhi Police and CAPF personnel handled a potentially catastrophic situation with resilience, professionalism, and remarkable restraint.  Instead of unfairly maligning men and women who put their safety on the line to uphold public order, we ought to recognise the immense pressure they faced and appreciate a tough job executed under extraordinary circumstances. Note: The views mentioned in the article are of the author and Indie Times does not endorse or refute the thoughts mentioned therein. 
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Hanumant Dham: Lucknow’s Riverfront Sanctuary of Peace and Tranquility

Right in the heart of the capital, perched along the serene banks of the Gomti River near the Hanuman Setu bridge, lies Hanumant Dham, a sanctuary where the first light of dawn spills across the Gomti River, painting its calm waters in shades of gold. Lucknow’s spiritual charm meets peaceful riverfront views and exquisite temple architecture. For a true Lakhnawis looking for a quick, calming escape from the city’s daily bustle without leaving town, this landmark is a hidden oasis of greenery, faith, and riverside beauty. Situated right by the flowing waters of the River Gomti, Hanumant Dham offers one of the most picturesque and tranquil river views in the city. Wide stone pathways along the river’s edge allow visitors to enjoy a cool breeze, making it a favorite spot for quiet morning strolls or contemplative evening visits. The complex features beautifully landscaped gardens filled with vibrant seasonal flora, neat lawns, and shady trees, creating a stark, peaceful contrast to the bustling city roads just beyond its gates. As evening falls, the temple lights cast a golden shimmer across the Gomti River, offering travel photographers and peace-seekers a breathtaking panoramic view of the Lucknow skyline. Majestic Sculptures & Carvings: The temple complex is renowned for its striking, beautifully crafted idols of Lord Hanuman and intricately detailed red-stone and marble structures. A Legacy of Devotion: Established as a prominent shrine on the banks of the Gomti, the Dham’s history is interwoven with Lucknow’s unique Ganga-Jamuni Tehzeeb. Over decades, as Lucknow expanded around the Gomti riverfront, the temple evolved from a modest riverbank shrine into a grand spiritual complex. The alignment of the temple halls with the riverfront makes every vantage point from the inner sanctum to the garden walkways, visually captivating. Indie Times  Quick Travel Guide
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Lucknow’s Sweetest Obsession: The Irresistible Rise of Malai Paan

There are desserts you eat. And then there are desserts you go through. If Awadh’s rich culinary heritage could be wrapped in a single bite of pure decadence, it would undoubtedly be Lucknow’s famous Malai Paan. Indie Times traces this iconic sweet’s origin and finds that this dessert is not only delicate, creamy, and impossibly light, but has also become more than a mere mithai, a symbol of the city’s Nawabi indulgence and a must-try for every food lover. Despite its name, Malai Paan has nothing to do with the betel leaf, and it’s not a paan in the true sense of the word; instead, it’s a delicate paan-shaped dessert made from paper-thin sheets of fresh milk cream (malai), folded around a luscious filling of sweetened khoya, pistachios, almonds, saffron, and aromatic cardamom. The result is an elegant, indulgent dessert that just melts in your mouth. The story of Malai Paan goes back over 220 years to Ram Asrey, one of the oldest sweet shops of Lucknow, established in 1805 in the narrow lanes of Chowk. According to local legend, the sweet was created for Nawab Wajid Ali Shah, who liked to chew paan. To offer him a healthier alternative, the halwais at Ram Asrey came up with this creamy confection in the shape of a paan, giving birth to what is now popularly known as Malai Paan or Malai Gilauri. The halwais crafted a gossamer-thin sheet of skimmed milk cream (malai), stuffed it with crushed nuts, aromatic cardamom, saffron, and mishri, and folded it into the classic triangular shape of a betel leaf. The Nawab fell in love with the sweet alternative, and thus, the Malai Paan was born!  Even after two centuries, locals swear by its timeless recipe. And the love it is shown by city folks is unparalleled. “It’s not just a sweet; it’s pure nostalgia. The moment you place Ram Asrey’s Malai Paan on your tongue, the cream dissolves instantly without even needing to chew, releasing that burst of saffron and dry fruits,” drools  Vivek Sharma, a resident of Hazratganj and a regular at Ram Asrey Sweet Shop. And we are not surprised, as some flavours fade with time; this one has only grown richer with every generation. In the heart of Lucknow, Malai Paan remains a delicious bridge between the past and the present. A single bite is enough to understand why legends are best tasted.  Where Else Can You Try Malai Paan in Lucknow? 
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When Success Comes at a Cost

Aliganj’s rise as Lucknow’s coaching capital has intensified academic competition, bringing student stress, anxiety, and mental health into sharper focus.  Every afternoon around 2:00 PM, the streets of Aliganj and Kapoorthala witness a familiar scene. Thousands of students emerge from coaching institutes, carrying heavy backpacks filled with study material as they head back to their PG accommodations. Over the past decade, these neighbourhoods have evolved into Lucknow’s premier coaching hubs, attracting aspirants from across Uttar Pradesh preparing for competitive examinations such as JEE, NEET, CUET, and other entrance tests. The rapid growth of the coaching industry has transformed residential areas into bustling student colonies. To meet the increasing demand for accommodation, many homes have been converted into PGs offering compact rooms with basic amenities. While these spaces provide convenience and affordability, students often find themselves living away from their families in small, shared environments, making it difficult to maintain a healthy work-life balance. For many aspirants, the pressure extends far beyond the classroom. Regular mock tests, demanding study schedules, and the constant race for higher rankings create an atmosphere of intense competition. Coaching institutes commonly divide students into batches based on academic performance, a practice designed to personalise learning but one that some students say also adds to the psychological burden. “Every Sunday brings another test, and every Monday I have to explain my score to my parents,” says a 19-year-old Anuj Sharma, an engineering aspirant from Eastern Uttar Pradesh, “My father has invested everything he had for my education. Sometimes the fear of disappointing my family feels greater than the exam itself.” Mental health professionals believe that prolonged academic stress, homesickness, and social isolation can significantly affect students’ emotional well-being. While a few coaching institutes have introduced counselling initiatives, many students and experts feel that accessible mental health support should become an integral part of the coaching ecosystem. As another batch of students walks through the crowded lanes of Aliganj tomorrow, carrying books heavier than their years, the city may want to pause and ask itself: What defines success, an All India Rank, or a student’s overall well-being? If Lucknow is to remain an educational capital, should its legacy be built solely on examination results, or also on compassion, support, and a healthier learning environment? The answers may determine not just the future of its coaching hubs, but the future of an entire generation.
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