How AI edits transformed the Ketan Agarwal murder into social media's latest obsession

The first clip lasts barely ten seconds. A smiling couple stands on the edge of a cliff. Dramatic music swells. One shove. A slow-motion fall.

The comments are flooded with laughing emojis, movie dialogues and thousands of shares. Somewhere beneath the algorithm's relentless appetite for engagement lies the memory of a real man who died.

That is what the internet has done to the Ketan Agarwal murder case.

What began as a horrifying crime investigation has quickly become fodder for AI-generated videos, memes and cinematic recreations across Instagram and other platforms.

The death of the Pune-based businessman at Lohagad Fort is no longer merely a matter of police investigation. It has become digital entertainment.

According to investigators, Agarwal was allegedly pushed off a cliff at Lohagad Fort by his fiancée, Siya Goyal, during an outing.

Police allege that after the fall, she attempted to mislead investigators before the case unravelled. The incident shocked the country because of both its brutality and the relationship between the victim and the accused.

However, social media has taken the story somewhere far darker. Instead of pausing to absorb the gravity of a murder, creators rushed to recreate it.

AI-generated clips now depict stylised versions of the alleged killing, often complete with dramatic soundtracks, exaggerated visuals and Bollywood references. 

The cliff has become a film set. A man's final moments have become content optimised for clicks.

Perhaps the most unsettling part is not that these videos exist. It is how effortlessly they travel through our feeds, gathering millions of views with little resistance.

The algorithm does not distinguish between empathy and exploitation. It rewards attention, and tragedy has become one of its most profitable currencies.

There is another uncomfortable question lurking beneath the spectacle. Would the reaction have looked the same had the genders been reversed?

The comment sections offer some clues. Much of the outrage surrounding the case quickly transformed into sweeping attacks on women rather than conversations about violence itself.

Misogynistic jokes, blanket generalisations and ‘men are never safe’ narratives flourished alongside AI edits portraying Goyal as a villain straight out of a thriller.

None of these excuses the crime she is accused of committing. However, the speed with which an individual case became a cultural weapon says as much about society as it does about the incident itself.

India has witnessed countless cases in which women have been murdered by husbands, partners or family members.

Many disappear from public attention within days. Yet when the alleged perpetrator is a woman, the internet often responds with a unique blend of fascination, ridicule, and moral theatre.

That is precisely what AI supercharges.

The technology compresses grief into a format designed for endless consumption. Reflection is replaced by recreation.

Nuance gives way to virality. Before families have had the chance to mourn, strangers have already transformed their loss into a shareable reel.

One cannot help but wonder whether those creating these edits ever stopped to think about Ketan Agarwal's parents or loved ones. What must it feel like to discover your son's death recreated as entertainment for millions?

Platforms, too, cannot escape responsibility. Every recommendation, every autoplay, and every monetised view helps sustain an ecosystem where cruelty performs exceptionally well.

AI may generate the images, but humans choose to upload them, watch them, and reward them.

Perhaps the real tragedy is not only what happened on a cliff at Lohagad Fort. It is what happened afterwards.

Somewhere between artificial intelligence and infinite scrolling, we have forgotten that every viral crime story once belonged to a real family living through unimaginable grief.