iWorld
Technological renaissance transforms the music industry
Mumbai: The music industry is undergoing a dramatic transformation propelled by recent technological advancements in artificial intelligence (AI) and machine learning. From music production to distribution and consumption, these technologies are reshaping how music is created, promoted and enjoyed around the world. Many experts describe this phenomenon as a “technological renaissance” for the music industry. The AI music generation industry is projected to achieve a market value of $1.10 billion by 2027, with an anticipated compound annual growth rate (CAGR) of 41.89 per cent.
AI and the creation of music
One of the most groundbreaking applications of AI is its ability to actively participate in the creative process of songwriting. Algorithms can now analyse patterns in existing songs or musical styles and use that data to generate original melodies, harmonies and lyrics. Companies like Amper Music and Popgun use advanced AI to produce customisable, royalty-free music tracks for content creators within minutes. The quality of these AI-generated tracks is impressive and continues to improve each year.
For human artists, AI tools provide songwriting support by suggesting intelligent chord progressions, unique melodies and clever lyrical ideas. Musical skills that once took years to develop can now be augmented with smart technology. Apps like Runway ML and Amadeus Code let artists craft catchy tunes through accessible AI-aided interfaces. With the help of artificial intelligence, both professional and amateur musicians have new ways to actualise their creative visions.
The democratisation of music production
Emerging AI applications are also making music production much more inclusive for creators worldwide. Tools like Splice Studio use machine learning to provide real-time feedback during a recording session, allowing vocalists to hone their performance without extensive studio knowledge. For home producers, apps like Landr and Cvr provide instant online mastering and distribution at the click of a button. Users can upload their tracks to be optimised sonically by an AI mastering engineer and published across leading streaming platforms.
Such innovations are lowering economic barriers and enabling broader participation in music creation. Bedroom artists can now achieve near industry-standard production quality without expensive hardware or audio engineering degrees. With these technologies, musical expression is no longer limited to those with access to professional studios.
Reimagining music distribution
The companies leading music’s technological renaissance also aim to improve how artists reach listeners and achieve commercial success.
Streaming platforms are leveraging artificial intelligence in their distribution and recommendation features. Services like Spotify, YouTube Music and SoundCloud are training algorithms to study users’ listening patterns and musical tastes. They then utilise predictive modelling to recommend relevant new artists that align with an individual’s preferences. For emerging musicians, scoring a top spot on a service’s editorial playlist can mean mass exposure and a platform for sustainable growth.
To increase streaming revenue, artists are also beginning to experiment with lyrics written by AI that target popular searches. Further, blockchain technology also shows potential for transforming music distribution. Smart contracts can facilitate direct payments to artists, allowing them to bypass labels and keep a higher share of streaming royalties. By incorporating blockchain, musical creators gain more control over rights management and unlock new community-driven business models.
The immersive musical experience
As virtual and augmented reality mature, music fans can expect even more immersive listening environments powered by interactive AI capabilities. Spatial audio innovations from Dolby and Sony are bringing dynamic new sonic dimensions to headphone and speaker experiences. Of course, live shows are still irreplaceable for most fans – but virtual concerts hosting 3D holograms of artists could expand access and customisation. Imagine choosing camera angles while watching AI-generated versions of Michael Jackson or Elvis Presley dancing across a stage! For pop stars embracing eligibility, AI imaging lets them appear continuously young and modify their looks to suit different videos or promotions.
Preserving musical heritage
Beyond pioneering new sounds, artificial intelligence opens exciting doors for preserving our existing musical heritage. MIREX organisation hosts annual competitions challenging researchers to build algorithms that can accurately transcribe or detect attributes of specific recordings. Such technologies may soon help digitise archives of classical, folk or traditional music more efficiently. AI transcription also helps map the long cultural impact of seminal artists like the Beatles through tools such as deconstructing their melodic particularities or vocal phrasing nuances over time.
Responsible innovation
However, such seismic change does not come without risks or challenges to overcome. As the application of artificial intelligence transforms this industry, leaders must prioritise transparency and fair practice. Developing guidance around responsible innovation safeguards artists and audiences while allowing helpful disruptions to improve music’s future.
Data protection concerns
The vast data collection powering modern AI does raise critical privacy issues. To create accurate musical insights, companies may utilise personal information or recordings without obtaining full user consent. Artists run the risk of having their brand identity digitally exploited without proper permissions or attribution. Startups should follow strict protocols around announcing data collection policies and securing user sign-off before gathering any musical samples for machine learning development.
Copyright infringement fears
Another area needing governance is establishing protections around copyright violations. Existing songs and sonic works used to train musical prediction algorithms could become replicated through imitative AI attempting new compositions. While these occurrences appear rare currently, standards preventing plagiarism should be instituted as the technology progresses. Companies might submit lyric samples or full tracks to panels gauging substantial similarity before releasing any AI-generated content. Such oversight reduces legal disputes.
Moderating synthetic media
Perhaps the most dangerous misuse lies in AI’s ability to generate synthetic impersonations of real-world artists through manipulated imagery or vocals. Nefarious uses involving political figures also display how easily the technology enables falsification. While debunking tools emerge alongside synthetic media itself, undoubtedly more aggressive identification and reporting mechanisms must counteract malicious attempts. Significant lawsuits or regulations could follow if the technology becomes an outlet for fraud. Progress relies on equitable access paired with accountability.
Preserving creative jobs
Economic anxiety also looms large, as promising automation often prompts fears of technology replacement. Musicians’ unions have already voiced scepticism about enterprises promising to simulate the nuances of human creations through algorithms alone. However, a balanced perspective shows AI will more likely augment roles rather than outright replace creative professions in the years ahead. Just as past production tools expanded options rather than abolished instruments, artificial intelligence can unlock new vocations we have yet to envision.
To conclude
This wave of exponential progress makes today an electrifying period to participate in the music industry. Behind the nerves around any sweeping change rests confidence that new paradigms ultimately shift power closer towards consumer benefit. Fans gain more choice over what they hear and how media gets made. Musicians unlock tools once unthinkable to achieve their creative goals through mass collaboration; funding channels or instant information sharing increase their strategic autonomy. Though the days ahead are not without uncertainty during this technological renaissance, one certainty persists – our cultural fervour for music will only intensify in remarkable ways through artificial intelligence.
The author of this article is TreadBinary founder and director Darshil Shah.
iWorld
Cheekatilo shines in the dark with record debut on Prime Video
A crime thriller steps out of the shadows as Telugu storytelling claims centre stage.
MUMBAI: Sometimes, the darkest stories travel the farthest. Prime Video’s latest Telugu original Cheekatilo has done exactly that, clocking a record-breaking launch week and emerging as the most-streamed south original movie on the platform during its debut period.
Premiering worldwide on January 23, the edge-of-the-seat crime suspense trended at the top through its opening weekend and reached viewers across 89 per cent of India’s pin codes, underlining its rare ability to cut across regions, languages and viewing habits. The performance marks a significant milestone for Prime Video’s south originals slate, reflecting the rising national appetite for tightly written, character-driven narratives.
Beyond the numbers, Cheekatilo’s success highlights a broader shift in audience preferences. The strong engagement around the film points to the growing demand for female-led storytelling, with viewers gravitating towards grounded, intense narratives rooted in real-world settings. The film’s national traction reinforces the idea that language is no longer a barrier when the story holds its nerve.
Prime Video India director and head of originals Nikhil Madhok said the response to Cheekatilo reflects the momentum of South Originals and the increasing resonance of bold, genre-driven stories. He noted that the film’s gripping narrative and performances kept audiences hooked from start to finish, strengthening Prime Video’s positioning as a destination for distinctive storytelling with cultural authenticity.
Directed by Sharan Kopishetty and produced by D. Suresh Babu under the Suresh Productions banner, Cheekatilo is written by Chandra Pemmaraju and Kopishetty. The film stars Sobhita Dhulipala as Sandhya, alongside Viswadev Rachakonda, with Chaitanya Visalakshmi, Esha Chawla, Jhansi, Aamani and Vadlamani Srinivas in pivotal roles.
Set against the urban pulse of Hyderabad, the film adds another strong chapter to Prime Video’s expanding catalogue of south originals. With its launch-week dominance and widespread reach, Cheekatilo proves that when storytelling hits the right note, even the darkest tales can command the brightest spotlight.
Gaming
Checkmate Goes Digital as Chess Joins Esports Nations Cup 2026
From boards to bytes, chess readies for a nation-first showdown in Riyadh.
MUMBAI: When pawns meet power plays, the game changes. Chess, the world’s oldest mind sport, is officially stepping deeper into the digital arena after the Esports World Cup Foundation confirmed it as one of 16 titles at the inaugural Esports Nations Cup 2026, set to unfold in Riyadh from 2 to 29 November.
For a game synonymous with quiet halls and ticking clocks, this is a bold move. Chess at ENC 2026 promises scale, spectacle and serious competition, fielding an unprecedented 128 players and opening the board to fresh talent and underrepresented nations as the sport’s esports evolution gathers pace.
The chess competition will run from November 2 to November 8, culminating in a playoff final. The opening phase features 128 players split into 16 round-robin groups of eight, with the top four from each group advancing.
That leaves 64 players battling it out in a single-elimination playoff bracket. Early rounds will be best-of-two, while the quarterfinals onward step up to best-of-four encounters. Deadlocks will be settled via Armageddon tie-breakers, and all matches will be played in a Rapid 10+0 format, designed for speed, tension and drama.
National pride is front and centre. Of the 128 slots, 64 players will receive direct invitations based on Champions Chess Tour rankings, limited to one per nation. Another 56 players will qualify through regional online qualifiers, while eight wildcard spots round out the field.
Qualifiers will be hosted by Chess.com across seven regions, including Middle East + India + Central Asia, with two qualifier windows in June 2026. Each country can field a maximum of two players, ensuring both depth and diversity across the draw.
Chess already tasted esports stardom at the 2025 Esports World Cup, where 20 nations were represented and the intensity surprised even purists. The event ended with Magnus Carlsen lifting the title for Team Liquid, sealing chess’s credentials as a natural fit for high-stakes digital competition.
India’s top-ranked player Arjun Erigaisi called the experience “unlike any chess tournament I’ve played before”, adding that the energy of the esports stage is drawing new audiences into the game.
For commentators and fans alike, the shift to a nation-based format raises the stakes. Chessbase India co-founder Sagar Shah likened the moment to the excitement of the Chess Olympiad, while grandmaster and broadcaster Tania Sachdev said the national format adds “pride, pressure and passion” that pulls viewers in deeper.
From silent calculation to roaring crowds, chess at the Esports Nations Cup 2026 is less about moving pieces and more about moving perceptions. Checkmate, it seems, has gone fully digital.
iWorld
Paid panic: how paid posts sparked a child-safety scare in Delhi and Mumbai
A wave of panic swept through Delhi and Mumbai over the past week as viral social media posts claimed a sudden spike in missing and kidnapped children. The alarm bells proved false. Both cities’ police forces issued categorical denials, pointing fingers at paid promotion and rumour-mongering designed to create public hysteria. The twist: fingers are now pointing at Yash Raj Films, accused of orchestrating the scare as guerrilla marketing for Mardaani 3, its upcoming vigilante thriller about child trafficking.
The episode lays bare a darker truth about India’s social media ecosystem. With smartphone penetration soaring and screen time at record highs, paid promotion tools have become weapons of mass hysteria. A few thousand rupees can boost a post to millions of eyeballs within hours. When that post plays on primal fears like child safety, verification becomes an afterthought. Users share first, question later. The result: manufactured crises that feel real until authorities scramble to debunk them.
Delhi Police took to Instagram 23 hours ago with a blunt message: “After following a few leads, we discovered that the hype around the surge in missing girls in Delhi is being pushed through paid promotion. Creating panic for monetary gains won’t be tolerated, and we’ll take strict action against such individuals.” The post, captioned “Facts matter, Fear doesn’t”, made clear the force’s irritation at being dragged into what it views as a manufactured crisis.
Mumbai Police followed suit, issuing a statement denying claims of kidnappings. “Certain social media handles are misrepresenting data and indulging in rumour-mongering regarding cases of missing and kidnapped children. We categorically deny these claims,” the force wrote. It added that FIRs were being registered against those “deliberately spreading false information and creating public panic.”
The misinformation spread with startling effectiveness. Popular Instagram and Twitter accounts, some with hundreds of thousands of followers, shared alarming statistics and anecdotal reports of vanished children, tagging police handles and demanding action. The posts gained traction quickly, amplified by concerned parents and activists. Only when both police forces traced the origin of the claims did the facade crumble: many of the viral posts were boosted through paid promotion, a telltale sign of coordinated astroturfing rather than organic concern.
Enter Yash Raj Films, the 50-year-old production house behind the Mardaani franchise. The series, starring Rani Mukerji as a no-nonsense cop battling human trafficking rings, has built its brand on gritty, socially conscious thrillers. Mardaani 3 is in production, and online chatter swiftly connected the dots between the missing persons panic and the film’s subject matter. Accusations flew: had YRF seeded fake stories to drum up buzz for its vigilante cop sequel?
YRF issued a furious rebuttal. “Yash Raj Films is a 50-year-old company founded on the core principles of being highly ethical and transparent,” a spokesperson said. “We strongly deny the accusations floating on social media that Mardaani 3’s promotional campaign has deliberately sensationalised a sensitive issue like this and we have immense trust in our authorities that they will share all facts and truths in due course of time.”
The denial is categorical, but scepticism lingers. Guerrilla marketing, viral hoaxes masquerading as public service announcements, manipulated data: these are not unheard of in Bollywood’s playbook, though rarely deployed on such a sensitive issue. Child safety is a third rail; exploiting it for box office returns crosses a line even by the industry’s elastic ethical standards.
Yet the evidence tying YRF directly to the posts remains circumstantial. No smoking gun links the production house to the paid promotions flagged by police. What is clear is that someone paid to amplify posts about missing children at precisely the moment a film about missing children was in the public eye. Whether that someone was a rogue marketing agency, an overzealous publicist, or a bad actor with no YRF connection remains murky.
The fallout is reputational. YRF, which has cultivated a family-friendly, socially responsible image across five decades, now finds itself defending against accusations of weaponising child safety fears. The Mardaani franchise, built on the premise of protecting the vulnerable, risks being tarred as exploitative. Rani Mukerji, the face of the series, has yet to comment.
For Delhi and Mumbai police, the episode is a reminder of social media’s double-edged sword. The platforms amplify genuine crises but also manufacture fake ones with alarming ease. Paid promotion tools, designed to help legitimate businesses reach audiences, can just as easily turbocharge hoaxes. Distinguishing signal from noise requires resources and speed that overstretched forces often lack.
India’s social media consumption has exploded. The average urban user now spends over four hours daily on platforms, doom-scrolling through an endless feed of news, gossip and outrage. Algorithms prioritise engagement over accuracy, pushing emotionally charged content to the top. A post about missing children triggers immediate shares; a dry police denial struggles for traction. By the time fact-checkers mobilise, the lie has circled the country thrice.
Paid promotion supercharges this dynamic. For as little as Rs2,000, anyone can boost a post to lakhs of users, targeting specific demographics and geographies. The tools are legitimate, used daily by small businesses and political campaigns. But in the wrong hands, they become misinformation missiles. A fabricated crisis about child kidnappings, amplified by paid reach, looks indistinguishable from organic concern. Users see friends sharing it, assume it must be true, and hit repost. The cascade is self-reinforcing.
The broader pattern is troubling. Misinformation thrives on emotional triggers: fear for children, distrust of institutions, calls to action. A viral post claiming kidnappings demands immediate sharing; verifying it feels like wasted time when lives might be at stake. By the time authorities debunk the claims, the damage is done. Panic has spread, trust in institutions has eroded, and the original purveyors of the hoax have vanished into the digital ether.
This is the new normal. Every week brings a fresh panic: contaminated food, imminent disasters, communal violence rumours. Most prove baseless. Yet each one finds traction because social media rewards speed over truth. The infrastructure designed to connect people now excels at frightening them. Platforms profit from the chaos; advertisers pay for eyeballs regardless of whether the content is fact or fiction. The incentives are perverse, and there is no fix in sight.
Whether YRF is guilty or merely collateral damage in a misinformation campaign will depend on what authorities uncover in their investigations. The production house insists it has “immense trust” that police will reveal the truth. If that truth exonerates YRF, the studio will still carry the stain of association. If it implicates them, Mardaani 3 will enter cinemas under a cloud that no amount of box office success can dispel.
For now, the message from both police forces is unambiguous: there is no surge in missing children, the panic was engineered, and those responsible will face consequences. Parents can exhale. Social media users might want to pause before hitting share. And Bollywood’s marketers, ethical or otherwise, have been put on notice: weaponising fear for profit will not go unpunished.
A wave of panic swept through Delhi and Mumbai over the past week as viral social media posts claimed a sudden spike in missing and kidnapped children. The alarm bells proved false. Both cities’ police forces issued categorical denials, pointing fingers at paid promotion and rumour-mongering designed to create public hysteria. The twist: fingers are now pointing at Yash Raj Films, accused of orchestrating the scare as guerrilla marketing for Mardaani 3, its upcoming vigilante thriller about child trafficking.
The episode lays bare a darker truth about India’s social media ecosystem. With smartphone penetration soaring and screen time at record highs, paid promotion tools have become weapons of mass hysteria. A few thousand rupees can boost a post to millions of eyeballs within hours. When that post plays on primal fears like child safety, verification becomes an afterthought. Users share first, question later. The result: manufactured crises that feel real until authorities scramble to debunk them.
Delhi Police took to Instagram 23 hours ago with a blunt message: “After following a few leads, we discovered that the hype around the surge in missing girls in Delhi is being pushed through paid promotion. Creating panic for monetary gains won’t be tolerated, and we’ll take strict action against such individuals.” The post, captioned “Facts matter, Fear doesn’t”, made clear the force’s irritation at being dragged into what it views as a manufactured crisis.
Mumbai Police followed suit, issuing a statement denying claims of kidnappings. “Certain social media handles are misrepresenting data and indulging in rumour-mongering regarding cases of missing and kidnapped children. We categorically deny these claims,” the force wrote. It added that FIRs were being registered against those “deliberately spreading false information and creating public panic.”
The misinformation spread with startling effectiveness. Popular Instagram and Twitter accounts, some with hundreds of thousands of followers, shared alarming statistics and anecdotal reports of vanished children, tagging police handles and demanding action. The posts gained traction quickly, amplified by concerned parents and activists. Only when both police forces traced the origin of the claims did the facade crumble: many of the viral posts were boosted through paid promotion, a telltale sign of coordinated astroturfing rather than organic concern.
Enter Yash Raj Films, the 50-year-old production house behind the Mardaani franchise. The series, starring Rani Mukerji as a no-nonsense cop battling human trafficking rings, has built its brand on gritty, socially conscious thrillers. Mardaani 3 is in production, and online chatter swiftly connected the dots between the missing persons panic and the film’s subject matter. Accusations flew: had YRF seeded fake stories to drum up buzz for its vigilante cop sequel?
YRF issued a furious rebuttal. “Yash Raj Films is a 50-year-old company founded on the core principles of being highly ethical and transparent,” a spokesperson said. “We strongly deny the accusations floating on social media that Mardaani 3’s promotional campaign has deliberately sensationalised a sensitive issue like this and we have immense trust in our authorities that they will share all facts and truths in due course of time.”
The denial is categorical, but scepticism lingers. Guerrilla marketing, viral hoaxes masquerading as public service announcements, manipulated data: these are not unheard of in Bollywood’s playbook, though rarely deployed on such a sensitive issue. Child safety is a third rail; exploiting it for box office returns crosses a line even by the industry’s elastic ethical standards.
Yet the evidence tying YRF directly to the posts remains circumstantial. No smoking gun links the production house to the paid promotions flagged by police. What is clear is that someone paid to amplify posts about missing children at precisely the moment a film about missing children was in the public eye. Whether that someone was a rogue marketing agency, an overzealous publicist, or a bad actor with no YRF connection remains murky.
The fallout is reputational. YRF, which has cultivated a family-friendly, socially responsible image across five decades, now finds itself defending against accusations of weaponising child safety fears. The Mardaani franchise, built on the premise of protecting the vulnerable, risks being tarred as exploitative. Rani Mukerji, the face of the series, has yet to comment.
For Delhi and Mumbai police, the episode is a reminder of social media’s double-edged sword. The platforms amplify genuine crises but also manufacture fake ones with alarming ease. Paid promotion tools, designed to help legitimate businesses reach audiences, can just as easily turbocharge hoaxes. Distinguishing signal from noise requires resources and speed that overstretched forces often lack.
India’s social media consumption has exploded. The average urban user now spends over four hours daily on platforms, doom-scrolling through an endless feed of news, gossip and outrage. Algorithms prioritise engagement over accuracy, pushing emotionally charged content to the top. A post about missing children triggers immediate shares; a dry police denial struggles for traction. By the time fact-checkers mobilise, the lie has circled the country thrice.
Paid promotion supercharges this dynamic. For as little as Rs 2,000, anyone can boost a post to lakhs of users, targeting specific demographics and geographies. The tools are legitimate, used daily by small businesses and political campaigns. But in the wrong hands, they become misinformation missiles. A fabricated crisis about child kidnappings, amplified by paid reach, looks indistinguishable from organic concern. Users see friends sharing it, assume it must be true, and hit repost. The cascade is self-reinforcing.
The broader pattern is troubling. Misinformation thrives on emotional triggers: fear for children, distrust of institutions, calls to action. A viral post claiming kidnappings demands immediate sharing; verifying it feels like wasted time when lives might be at stake. By the time authorities debunk the claims, the damage is done. Panic has spread, trust in institutions has eroded, and the original purveyors of the hoax have vanished into the digital ether.
This is the new normal. Every week brings a fresh panic: contaminated food, imminent disasters, communal violence rumours. Most prove baseless. Yet each one finds traction because social media rewards speed over truth. The infrastructure designed to connect people now excels at frightening them. Platforms profit from the chaos; advertisers pay for eyeballs regardless of whether the content is fact or fiction. The incentives are perverse, and there is no fix in sight.
Whether YRF is guilty or merely collateral damage in a misinformation campaign will depend on what authorities uncover in their investigations. The production house insists it has “immense trust” that police will reveal the truth. If that truth exonerates YRF, the studio will still carry the stain of association. If it implicates them, Mardaani 3 will enter cinemas under a cloud that no amount of box office success can dispel.
For now, the message from both police forces is unambiguous: there is no surge in missing children, the panic was engineered, and those responsible will face consequences. Parents can exhale. Social media users might want to pause before hitting share. And Bollywood’s marketers, ethical or otherwise, have been put on notice: weaponising fear for profit will not go unpunished.
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