iWorld
Innovation in content distribution: FAST channels, streaming, and more
Mumbai: The Sports Video Group is held its first event in India on 30 April 2024. Hosted by Star Sports in Mumbai, the event brought together top-level executives from the TV sports production community for a day of networking, tours, panel discussions, technical presentations, and much more.
FAST (free ad-supported television) is a global phenomenon and for sports leagues, networks, and even teams it could be a new way to reach fans in an efficient way. The panel dived deep into the world of FAST channels and streaming platforms to learn how they are innovating in this ever changing world.
The panel was moderated by Indiantelevision.com and founder, chairman, and editor-in-chief Anil Wanvari, and had panelists including AWS, principal and business development manager, global sports Paul Devlin; Amagi, director of sales Imran Khan and Disney Star India, head – broadcast technology and operations (BTO) Gajendra Tijare.
Wanvari began the session by asking, “What is the best FAST sports channel?”
Devlin replied saying, “I’m a massive sports fan, and have been working in sport full time. I’ve been in sport my whole life. What makes a good FAST channel for me, for sports is, I heard a lot today and I’m really impressed by it. On Amazon we talk about working backwards from the customer, working backwards from the fan.”
He added, “I think, let’s call it a world class FAST channel, to use a sporting metaphor, is the one that I want to watch. Which is probably different from the one that each of the panelists wants to watch. So I think it’s a personalised FAST channel, that is kind of world class, that would be my opinion on it.”
Answering Wanvari’s question, Khan said, “A linear FAST channel which is live, it won’t be relegated to the Star Sports HD channel. It would be somewhat like, I just want to watch fourth and sixth, that’s it. I’m more interested in pre-match and post-match. I don’t want to watch that seven hours of live match or three hours of live match. So I need something personalised, that’s number one.”
Imran added, “When you see FAST, that ‘A’ stands for advertisement and that’s not a random advertisement. So based on my preference, I would like to see the ad which is based on my preference, be it automobile, technology or apparel. I’m not just seeing any random advertisement. For me, the FAST channel, well curated for me, which is only pre-match, post-match with some highlights and with the ads that I want to watch. FAST is all about advertisement. The only source of revenue for FAST channel is advertisement. There is no paywall behind that. I’m not talking about a premium channel which is the source, I mean revenue generator for this. I would rather make money from the advertisement rather than asking someone to pay for subscription.”
Replying to Wanvari, Tijare said, “I think before we say which is a good fast channel for sports. We should understand the entire reason why FAST came to me. It’s a question between linear TV subscription and streaming. Honestly, it’s a late mover in the business of fast channels. But if you look at FAST on the entertainment way, it has actually made quite an impact. It’s a billion dollar plus industry and we’ve seen that most streaming platforms are now looking at ad, whether it’s Amazon or Netflix, etc.”
Tijare added, “What we’ve seen over the period is that on FAST, there is a lot of legacy content that’s played. It’s curated to the user by content being curated automatically. You have advertisements that can be curated; you have return path which gives you information about who’s watching and what are their preferences and accordingly you can do a lot of curation of content. When it comes to sports, it’s not that simple unfortunately. Firstly, because while there is an opportunity, there is also a disadvantage as most of the live main events are rights driven. And live of a big game like Super Bowl won’t be possible because it’s already given as rights. But the opportunity lies in the pre, the post, the build up towards that game, the personalisation. There’s a lot of opportunity in creating content and putting it out on platforms which can aggregate consumers, which can build that traction towards that event, which will actually get a lot of stickiness towards that event. This can be used for that ‘A’. So I think that’s one great opportunity. The bigger opportunity I think is what now D-Zone.”
Tijare further went on to add, “There are sports that are in the making, that don’t see the light of day. Where you have channels that could see light of day using FAST. There are sports that can be curated which can not be on the big four or the big five networks, but they can be curated through FAST channels and you get a lot of new sports that can come on platforms like that.”
Talking more about what’s a world-class FAST channel, Devlin said, “It allows that linear broadcaster to collect data on what their audience likes. That’s the key to personalisation is data, knowing what they want, what they’ll watch, and actually, potentially opens doors to sports rights within a certain market that you didn’t realize you’ve got an audience for. Again, consciously, it could be the Olympics.”
Talking about FAST rights, which is another layer that the federation will start demanding money for, Wanvari asked Tijare if he’s happy with that.
To which Tijare said, “The good thing is I don’t know how that works, because usually highlights are also bundled up into the live events. But it depends on sport to sport. However, I think that’s something that can be a possibility. Platforms will give the services but at the end of the day, FAST channel is, or any other thing, as technologists, we are supposed to give opportunities where we can monetize. These are new ways of monetizing content and at the same time, you create a spot. You have an opportunity to build a spot.”
He added, “In fact, in Australia, I was reading there was this FAST channel called acTVe. They’ve got a surfing channel on board right now. Who wants to put surfing on TV in India? But as a FAST channel, there would be few surfers who are really interested and they could get that on a platform. There are sporting events that are not really seen openly. That’s the opportunity. That’s what we can see that can come on and we can make money, obviously.”
Moving on, Wanvari asked Khan, “You’re working with a lot of companies that are launching FAST channels in India. So what are some of the new developments you’ve seen as far as fast is concerned in India? And what can and what cannot work in India and in the area of FAST?”
Khan replied saying, “In India, the biggest growth which we have seen is in news channels. Right now, it’s around 17 news channels across different languages, which is live on fast platforms and hey have started making money. Initially, we always had this question that everybody is on fast, but nobody is making money. So I’m putting it on record that everybody is making money from news channels. So the way I said, they’re making money, for entertainment channels, they are the second mover.”
Khan added, “India has always been a difficult market when it comes to sports. So the way we look at the US market or Europe market is completely different. Even if we talk about the ad spend in the entire ecosystem of TV, in the US, it’s 29 percent, in Europe, it’s 21 percent. In India, it’s surprisingly 22 percent including IPO. That’s the ad campaign report we just got published yesterday (29 April). So there are a couple of levers which we have been in discussion with the team. It’s not only the lines which we can take advantage of. You have a plethora of content sitting idle somewhere, which is not very monetised. So the way we do it in the US is like Super Bowl of 70s, 80s, 90s, a particular season, just highlights of corners, highlights of this course. So we can create something like that because cricket is not just a sport in India. It’s a religion. Wherever you invest, you will get the audience and you get real time analysis. So you can always see what’s working, what’s not, and based on that, you can see whether you create more channels or can you add some like tier 2 sports, tier 3 sports, because those are something which are really happening across the world.”
Khan further said, “There are players who have been game changers in this part of the world. Fancode is one, SportVot is another one. One doesn’t need to be in the tier 1 segment. A district level player can be a famous player. In terms of technology, we have made it more flexible. Initially there was only one version. So irrespective whether you use it or not, you are going to pay some. Now we have made it like different tiers. If you are a content owner, your content is sitting somewhere in the library. We need to curate the content. There is no live and no heavy graphics. The channel can be made in a very economically viable.
Then you have some channel which is only for a certain duration. You can come up with a documentary or an infotainment channel just for the election duration. I can only charge you for two or three months. So that is a pop-up channel which is very common in the US. For instance, during the election time or Christmas time, you can come up with a channel, run it for three months, then you shut it down. That product got awarded the first Emmy award for Amagi, which is called DYNAMIC. So you can only pay for the amount of hours you have used.
Wanvari then asked Devlin, “Where do you guys come into play in terms of delivering content production on the cloud? What about distribution on the cloud?”
Devlin replied, “Well, we work practice from customers and so live production in the cloud has advanced in two years. I’ve been speaking at SVG events for two years. We were talking about the art of the possible with live cloud production, and I enjoyed this morning’s sessions talking about potential and challenges around running live production in the cloud. But there’s undeniable progress we’ve made over the last two years, and I love hearing about the experimentation. A great quote actually from our CEO, Andy Jassy, is ‘Innovation requires two things. The ability to try a lot of experiments and not living with the collateral damage of failed experiments’, which I really like.
‘In sport, you know, today’s home run, won’t win tomorrow’s ball game.’ – it’s a Babe Ruth quote. You have to constantly look for better ways to do things and in sport, that happens all the time. In the high performance teams, the world that I came from, we’re constantly looking for a better way to do things. I’ve been so inspired by today’s sessions that nothing is perfect. But what we’re looking for is, is there a better way to do certain things? And we’re certainly working with lots of our customers around the world and trying to find a better way of doing things. When I say better, better means a lot of things. It could mean more climate friendly, it could mean the ability for people who’ve got, who are exceptional, an example is a customer in the US – Media Monks who do some remote and live cloud production.”
Devlin added, “Their CEO told me that they had one of the best audio switches in the world. They did nothing in the UK, but was able to stay at home whilst they were producing in the cloud, basketball in the US, which is great. So when I say a better way of doing things, it doesn’t mean perfect and flawless. One thing that COVID did teach us is, people mobility, and when there’s a lack of that, when the net comes around you and you can’t move, it forces you to innovate and look at different ways of doing things. So I suppose in summary, we’re really keen to help customers continue to innovate, be it through live cloud production or be it through fast channels. Collect data on your audience to be able to personalise for lots of other innovations.”
Wanvari then went on to ask both Khan and Tijare, “What are the challenges in terms of FAST channels in India? Are the CPMs low, or programmatic is not delivering that much revenue, or is the technology in place? Are the device manufacturers, whether it’s TV sets, whether it’s Roku, all of them, is it working out right?”
Khan said, “ I don’t see any technical challenges. AWS has been very cooperative, especially for markets like India”
Wanvari immediately asked if they are giving Indian prices. To which Khan replied saying, “Yeah, obviously. We have a different pricing structure because one number is equal to 23 rupees. It’s a different volume altogether. But having said that, when I’m talking about 29, 21, 2 per cent of the total adder’s expense, we need to consider the CPM rate cycle. In US, the worst case, your CPM is $3. In India, the best case is about $2, $2.5. Your tech cost, even after having a special pricing for India, it’s not justified. But over the last 12 months, we have seen a lot of improvement. The technology cost has gone down.
There is CPM pricing, which is really attractive for larger broadcasters. At the same time, the advertisers have started looking at CPM, because of the real-time analytics.”
Interjecting him, Wanvari asked, “Do you think the advertisers are looking at a time when the market is shrinking, the ad market?”
Khan said, “No, it’s not shrinking. There was a conference two weeks back in Mumbai, where Maruti’s CEO was there and he was talking about why he’s spending more money on digital than traditional broadcast. He said, if my ad, like Nexa ad, is getting watched in a tier 4 village, I’m 100 per cent sure that nobody’s going to watch my Nexa ad in that village. So that’s $1 spent, which is waste. So rather, I’ll put something which is like a true value.
When you go on CTV, or you go on any digital platform, you at least have the visibility that people are watching your ad. You can understand that if you have spent $100, what was the return on that. That is something which is working really well. Based on that, there are a couple of leading fast platforms who have led the way with contextual ads, digital brand information, personalized ads. So within the same household, we four have different preferences. Though we are watching the same content, I’ll be getting a different ad than the other person. So these are the different challenges, actually.”
Khan went on to add, “In India, the study market, which is for ad duration, it traditionally has been the longest across the globe. The minimum ad duration for an ad in a news channel will be seven to eight minutes. Internationally, it’s two minutes. So you need to come up with the technology so that you can recover that. What we did, we didn’t shrink the study, we put more ad spots there so that you can go and search for more and more ads so that it can bring you more revenue. These are additional things which we have been doing for Indian platforms. But at the same time, we are trying to experiment it in US market as well, which is working really well.”
Tijare said, “I think Imran touched on one point, the cost of technology. I think that’s the biggest challenge. Also, I think when we talk about FAST, we have to be very clear about the genre we’re talking about. There are three large or four large genres that we can talk about. There’s sports, there’s entertainment, there’s news, and there’s infotainment also. I think Imran is referring more on news.
I think the COP is not as high as what you would go to curate a movie or a show where the cost of production is very high. Hence, the return on that is very low or significantly low to what you would expect. So that’s one of the bigger challenges.
Also, what’s happened is it’s a learning curve. The initial way of being or launching a FAST channel was taking a channel and launching a fast channel. That’s not the perspective anymore.”
Tijare added, “In entertainment, we realize that it’s not the channel to launch FAST, but it could be events, it could be sequences, it could be situations. These are things that we need to curate to actually get more revenue. What we’ve seen in launches is that yes, there are many other mediums. YouTube could be one. It is profitable. There is a demography. We are exploring all those. But in fact, India per se has been a really, really slow starter for us to be very honest. Whether it’s on LG, Samsung, the other platforms are largely in the US. And we are looking at that because even in the US and Middle East, which are our international markets, that’s our priority. We see that the return on the investment is looking better now. And as we speak, we are in the process of probably launching on a few platforms. At the end of the day, FAST channel stand-alone versus FAST channel being on a platform which has that reach, which has to get further diced and sliced into the demography. What you give is an Indian dice for a cricket as a game or football. I’m just saying, it won’t go. But even if it has to go, you need to have in a market like US, how many people really look at cricket? What is the slice and dice? What is the reach? Which platform gives us that reach? So all that information is being collated as now and we are making slow and steady steps into that.”
He further said, “In terms of cost of getting activated on that platform, these two gentlemen here have to support us even more. Because if the hunger is on our side, I think the ask is also from their side. I think the ROI at this point in time is really the concern. It’s not a major issue, but I’d see in the next couple of months or maybe in less than a year or a year or so, we should be on a few platforms.”
Wanvari then asked, “Are we seeing more sport-influencer-driven FAST channels coming into being? Are we going to see more of metaverse VR experiences with Apple Vision Pro coming up, What do we see in the future for FAST?”
Devlin replied saying, “I am from Northwest England. I support Everton Football Club in the Premier League for those who may not like football or soccer, depending on where they’re from. I would personally love to see an Everton FC FAST channel that shows the content I want to see in short form. So hopefully there’s more FAST channels coming for that. To tell everybody who are listening about this, so for a long time I wanted to come to India and the second thing I wanted to do was go to an IPL game when I was here. Really frustrating that there isn’t one on in the next three days whilst I’m here. But it takes me back to, again, related to Everton Football Club, the remote fan experience.
So when the Apple Vision Pro came out, my first thought was, maybe finally we’re going to get to the point where someone is going to be able to enable me, as a massive sports fan who just cannot get to those games, to put on those goggles and be in an IPL game.”
He added, “I remember thinking about cricket. I was telling someone earlier about the India versus Pakistan game at MCG. That made a lot of headlines. I think it was two years ago. Absolutely unbelievable game. But you fill that MCG, biggest stadium in Australia, it’s like 100,000 people. But actually, in talking to the people involved, they could comfortably have filled it multiple times over, and so that’s impossible. You can’t just keep building stadiums significantly bigger than 100,000. But it feels to me like we’ve still not got to the point of being able to genuinely create a remote fan experience that is truly immersive. I think that would be fascinating. Again, we hear a lot of stuff around the ability to project data and analytics, which is another passion area of mine.
For people in stadiums, and I think I’m not sold that’s something that the fans would love at the end of the day. It’s the atmosphere. Can you imagine pulling your phone out for anything other than recording? But certainly to access stats and data in the last over in that game at MCG, you probably wouldn’t. But if you were in a remote fan experience, you might be able to just slide it across and have it there, and you don’t need to take your eyes off the game. I’d love to see that. I was hopeful a number of years ago when Metaverse became a big deal. I was thinking, here we go, we’re on now. We’re going to be able to do that and got close. I do think it will come back, because I think it’s not that far away. But yeah, I’d love to see that in the future as a tragic sports fan who unfortunately can’t fly around the world at major sporting events.”
Wanvari then asked “Would you like to see fan-based commentary on influencer-driven FAST channels?”
Devlin said, “Yeah, I love some of the stuff that some of the presenters earlier talked around the use of Gen-AI and AI for commentary. I think that’s really cool. Another thing I found really interesting, and again, I’m sorry about Gen-AI too much, but one of the really interesting ways I think, and we’ve actually run a few proof of concepts with a number of sports in APJ at the moment on this, is when you’ve got all that archived data on data analytics from name your sport, and then you’ve got a live feed coming in. Gen-AI is really good at creating insights from that data. Now, facts are that some of them actually aren’t on context because it requires a human to apply context to it. But a really interesting way of improving the ability of the talent, the amazing talent that we use in live broadcasts to tell stories is by making those insights available to them. In Australia, they talk about the great Shane Warne and how unbelievably he was able to predict what was going to happen in the game and then tell a story around why. We can’t all be like Shane Warne, unfortunately. He is a one in a million genius. Maybe Gen-AI can enable some really, really world-class storytellers and talent to tell even deeper stories that they wouldn’t have been able to create otherwise.”
Devlin added, “The way I describe it when I talk to sports is having those data scientists and data analysts looking for what they think matters. Actually, it’s having machines creating insights that they can just filter instead. Actually, this one is really interested in a lot of that storytelling and then obviously, through the natural language screen, you can dive into it and start to expand upon it. I think that’s a potential in the near future. That’s quite cool. I mean, around commentary and helping humans to tell better stories. But I also love some of the innovations around language, which I thought was fascinating.”
Wanvari then asked Khan to share hi thoughts, to which he replied saying, “We are already doing a lot of things on regionalisation, personalisation, localisation. But there is one thing which is my personal interest. You see that based on your mood, it’s 45 per cent of the song. If you can get the accent of the entire archival of a song, based on my mood, something comes up. So that is something I would like to see.”
Moving on, Tijare said, “Kudos to the Star Sports lab team, including Harshad and Rahul, for their continuous efforts in exploring new possibilities. They’ve been instrumental in pushing boundaries and finding innovative solutions across various platforms, whether it’s Hotstar, TV, or now with Fast. This additional channel offers a unique blend of features, bridging the gap between OTT and linear platforms while providing valuable data insights.
You can actually have a platform to curate that using all the new gadgets and the toys that are available, you know, to create that kind of an experience which could mean influencer, fanbase, or whatever you said in Everton. I think the opportunity is huge. How do you personalize this? Sky’s the limit. It’s just about putting on your thinking cap, using partners like AWS and Amagi to see how you can bring it to life. I think also we need platforms to really support and take that to the players.”
Khan added, “There is a myth that whenever we meet any broadcaster who are into live broadcasting and they want to migrate to cloud, they say, we want exactly the same thing which you see today. So when you go on CTV, people don’t like Elban. They don’t like zigzags. They want to have a neat and clean view. So when we go and try to convince the broadcasters on that front, they’re like, ‘okay, so you’re trying to cut the cost’. But in reality, in CTV, that’s the way. I mean, you guys are doing so many things on Disney Hotstar app. Look at the feel, it’s so soothing. There is no distraction. So CTV is a completely different world.”
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.
eNews
Why Sam Altman was fired: Microsoft CTO email reveals board failure
WASHINGTON: At OpenAI, the fight was not about artificial intelligence going rogue—it was about who got the GPUs.
An internal email from Microsoft chief technology officer Kevin Scott, sent on November 19, 2023, offers the clearest account yet of the events that culminated in the sudden firing of Sam Altman as OpenAI’s chief executive. Far from a single ideological rupture, Scott describes a combustible mix of resource wars, bruised egos and a board ill-equipped to manage the world’s hottest AI company.
According to the email, addressed to Microsoft chief executive Satya Nadella, president Brad Smith and other senior leaders, OpenAI co-founder Ilya Sutskever had been “increasingly at odds” with Altman on two fronts.
Read the full email below to find out:
[This document is from Musk v. Altman (2026).]
From: Kevin Scott
Sent: Sunday, November 19, 2023 7:31 AM
To: Frank X. Shaw, Satya Nadella, Brad Smith, Amy Hood, Caitlin McCabe
Frank,
I can help you with the timeline and with our best understanding of what was going on. I think the reality was that a member of the board, llya Sutskever, had been increasingly at odds with his boss, Sam, over a variety of issues.
One of those issues is that there is a perfectly natural tension inside of the company between Research and Applied over resource allocations. The success of Applied has meant that headcount and GPUs got allocated to things like the API and ChatGPT. Research, which is responsible for training new models, could always use more GPUs because what they’re doing is literally insatiable, and it’s easy for them to look at the success of Applied and believe that in a zero sum game they are responsible for them waiting for GPUs to become available to do their work. I could tell you stories like this from every place l’ve ever worked, and it boils down to, even if you have two important, super successful things you’re trying to work on simultaneously, folks rarely think about the global optima. They believe that their thing is more important, and that to the extent that things are zero sum, that the other thing is a cause of their woes. It’s why Sam has pushed us so hard on capacity: he’s the one thing about the global optima and trying to make things non-zero sum. The researchers at OAl do not appreciate that they would not have anywhere remotely as many GPUs as they do have if there were no Applied at all, and that Applied has a momentum all its own that must be fed. So the only reasonable thing to do is what Sam has been doing: figure out how to get more compute.
The second of the issues, and one that’s deeply personal to llya, is that Jakub moreso than Ilya has been making the research breakthroughs that are driving things forward, to the point that Sam promoted Jakub, and put him charge of the major model research directions. After he did that, Jakub’s work accelerated, and he’s made some truly stunning progress that has accelerated in the past few weeks. I think that Ilya has had a very, very hard time with this, with this person that used to work for him suddenly becoming the leader, and perhaps more importantly, for solving the problem that Ilya has been trying to solve the past few years with little or no progress. Sam made the right choice as CEO here by promoting Jakub.
Now, in a normal company, if you don’t like these two things, you’d appeal to your boss, and if he/she tells you that they’ve made their decision and that it’s final, your recourse is accept the decision or quit. Here, and this is the piece that everyone should have been thinking harder about, the employee was also a founder and board member, and the board constitution was such that they were highly susceptible to a pitch by Ilya that portrays the decisions that Sam was making as bad. I think the things that made them susceptible, is that two of the board members were effective altruism folks who all things equal would like to have an infinite bag of money to build AGI-like things, just to study and ponder, but not to do anything with. None of them were experienced enough with running things, or understood the dynamic at OAI well enough to understand that firing Sam not only would not solve any of the concerns they had, but would make them worse. And none of them had experience, and didn’t seek experience out, in how to handle something like a CEO transition, certainly not for the hottest company in the world.
The actual timeline of events through Friday afternoon as I understand them:
Thursday late night, the board let’s Mira know what they’re going to do. By board, it’s Ilya, Tash, Helen, and Adam.
Mira calls me and Satya about 10-15 minutes before the board talks to Sam. This is the first either of us had heard of any of this. Mira sounded like she had been run over by a truck as she tells me.
OAl Board notifies Sam at noon on Friday that he’s out, and that Greg is off the board, and immediately does a blog post.
OAl all hands at 2P to rattled staff.
Greg resigns. He was blindsided and hadn’t been in the board deliberations, and hadn’t agreed to stay.
Jakub and a whole horde of researchers reach out to Sam and Greg trying to understand what happened, expressing loyalty to them, and saying they will resign.
Friday night Jakub and a handful of others resign.
iWorld
Netflix faces DOJ scrutiny over $82.7bn Warner Bros acquisition
WASHINGTON/NEW YORK: The US Department of Justice is probing whether Netflix deployed anti-competitive tactics around its proposed $82.7bn acquisition of Warner Bros Discovery’s studios and streaming business, the Wall Street Journal reported, signalling early antitrust unease over a deal that could redraw Hollywood’s power map.
In a civil subpoena reviewed by the paper, the department asked another entertainment company to detail “any other exclusionary conduct” by Netflix that could plausibly entrench market or monopoly power. Regulators also sought views on whether rival bids, most notably from Paramount Skydance, could harm competition, and how past studio or distributor mergers have affected bargaining power for creative talent, including variations in talent contracts across studios.
Warner Bros’ appeal is obvious: marquee film and television studios, a deep content vault, and franchises spanning Game of Thrones, Harry Potter and DC Comics’ Batman and Superman. But the scale is precisely what has caught regulators’ attention. The DOJ’s review, the WSJ said, is at an early stage.
The spotlight is not limited to Netflix. The DOJ is also reviewing Paramount’s proposed bid, which Warner Bros’ board has unanimously rejected as “inadequate” and “not in the best interests” of shareholders. Paramount is pressing to wrap up the government’s review within weeks, Bloomberg News reported, citing people familiar with the matter. Once information requests are satisfied, a 10-day waiting period will begin for the DOJ to decide whether to challenge the offer on competition grounds.
Politics is adding heat. Netflix co-CEO Ted Sarandos faced sharp questioning from US senators this week over how the deal might affect competition across entertainment. Overseas, scrutiny is building too: British politicians and former policymakers have urged the UK’s competition watchdog to open a full review, while EU antitrust regulators are expected to examine rival bids by Netflix and Paramount Skydance in parallel.
Markets, for now, shrugged. The S&P 500 rose about 2 per cent and the Nasdaq gained more than 2 per cent.
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