A recent YouTube podcast featuring former UPSC educator Amit Kilhor on Raj Shamani's show has completely taken over the Indian internet. We aren't just talking about a casual viral moment. With over 2.9 million views, this 90-minute breakdown of the Indian bureaucracy has hit a very specific, very raw nerve.
If you look at the comments, there's a frantic, almost paranoid consensus: "Watch this before it gets deleted." It has that familiar 'bhai, save kar le pehle' energy hanging in the air. Kilhor doesn't just criticize the system; he maps out the alleged frauds within the powerful IAS/IPS lobby—what he calls the unbreakable "Steel Cage." People are genuinely terrified that bureaucratic pressure will pull the plug on the video before they finish watching.
Quick Ready Summary
- Amit Kilhor’s 90-minute podcast appearance has amassed over 2.9 million views, sparking fears of deletion as it exposes deep systemic flaws in India’s bureaucracy.
- The episode highlights the bizarre “AI Stepwell” scandal, where an administration allegedly used AI-generated images to secure a ₹2 crore National Water Conservation Award.
- It revisits the dramatic downfall of 2023-batch IAS officer Pooja Khedkar, whose demands for an illegal VIP beacon led to the discovery of her fraudulent UPSC certificates.
- The podcast sheds light on honest officers like Tukaram Mundhe, who has endured an astonishing 25 transfers in his 21-year career for fighting corruption.
- Once rejected by the system and left battling severe depression, former UPSC aspirant Amit Kilhor has reinvented himself as a fearless whistleblower dismantling the “UPSC Dream.”
Here is a breakdown of the major national scandals that turned this long-form conversation into an unmissable news event:
The ‘AI Stepwell’ Scandal
Let’s talk about the Rajasthan water conservation scam. In November 2025, the Barmer district administration, under the leadership of popular IAS officer Tina Dabi, received a prestigious ₹2 crore National Water Conservation Award from President Droupadi Murmu. The award was for purportedly completing 79,000 water projects, including 80 baoris (stepwells).
The catch? Independent investigations suggest massive data manipulation. We are talking about heavily recycled and Gemini AI-generated photos uploaded to official government portals to secure a multi-crore national award. In some instances, the administration allegedly even sent an AI-generated response letter to journalists asking questions.
Frankly, pura setup thoda high-tech jugaad pe chal raha tha.
Dabi previously held a press conference dismissing these claims as mere “rumors,” but the sheer audacity of faking physical government infrastructure with AI has left millions of viewers stunned.
Pooja Khedkar and the VIP Downfall
The episode also dragged the Pooja Khedkar saga back into the light. Khedkar, a 2023-batch IAS officer (AIR 841), became the face of systemic entitlement after it was revealed she submitted fake physical disability and OBC (Non-Creamy Layer) certificates to clear the grueling UPSC exams.
⚠️ Fraud Discovery: Her downfall wasn’t triggered by some grand internal audit initially—it was her own demand for VIP treatment during her probation in Pune. Driving around in a private Audi equipped with an illegal red beacon drew severe, unwanted scrutiny.
The Delhi High Court has since labeled her case a “classic example of fraud,” and she has been officially discharged from the civil services. Currently, Khedkar is out on bail under interim protection from the Supreme Court while authorities try to unearth the wider, underground syndicate of fake certificate providers.
Tukaram Mundhe’s 25 Transfers
To balance the grim reality of the system, the podcast highlighted the plight of India’s honest officers, triggering a massive search spike for Tukaram Mundhe. Known as a real-life “Singham” for his absolute zero-tolerance policy against corruption, Mundhe is a 2005-batch IAS officer who actually tries to do his job. His reward? An astonishing 25 transfers in his 21-year career.
Whenever he attempts to clean up a corrupt department, political and bureaucratic forces simply move him to make him “irrelevant.” He was recently transferred to serve as the Head of the Maharashtra Food and Drug Administration (FDA).
The Official Claim
While the Chief Minister claims the move is a targeted “cleanup” mission.
The Inside Reality
State insiders view it as a deliberate demotion, noting the position sits two levels below his actual rank.
You hear stories like this and there’s just a tired, knowing sigh; the system always protects itself.
The Man Breaking the Internet
The driving force behind this viral moment is Amit Kilhor himself, whose backstory is just as heavy as the scams he’s exposing. Kilhor gave 10 grueling years to the UPSC grinder, clearing the prelims six times but ultimately failing to make the final list.
His lowest point occurred when he was abruptly fired from his position at a prominent ed-tech platform without so much as a phone call. A broken Kilhor once stood outside his boss’s house for 40 minutes, begging the guard to let him keep his ₹1 lakh monthly salary job, only to be turned away. Battling severe clinical depression, he nearly ended his life during the May 2020 lockdown.
Today, the man rejected by the system is dismantling its PR. He has reinvented himself as a top UPSC educator, a mentor to dozens of selected IAS and IPS officers, and a fearless whistleblower.
Frequently Asked Questions
Amit Kilhor is a top UPSC educator, mentor to civil servants, and a whistleblower. He spent 10 years preparing for the UPSC exams, clearing the prelims six times but not making the final list, before turning to education and exposing systemic bureaucratic flaws.
The AI Stepwell scandal refers to allegations that the Barmer district administration, led by IAS officer Tina Dabi, used AI-generated and recycled images to secure a ₹2 crore National Water Conservation Award for supposedly completing 79,000 water projects.
Pooja Khedkar, a 2023-batch IAS officer, was discharged after investigations revealed she submitted fake physical disability and OBC (Non-Creamy Layer) certificates to clear the UPSC exams. Her fraud was uncovered after she demanded unauthorized VIP treatment during probation.
IAS officer Tukaram Mundhe has been transferred an astonishing 25 times over his 21-year career due to his strict zero-tolerance policy against corruption, which frequently puts him at odds with political and bureaucratic forces.
On Raj Shamani’s podcast, Amit Kilhor mapped out major frauds within the IAS/IPS lobby, including the Rajasthan water conservation scam and the Pooja Khedkar saga, calling out the unbreakable bureaucratic system he refers to as the ‘Steel Cage’.
This podcast is pulling astronomical numbers because it quietly dismantles the heavily romanticized "UPSC Dream" sold to millions of middle-class kids by coaching centers and cinema. It explains exactly how rural development funds bypass the poor entirely—with sometimes 100% of a project's budget vanishing into thin air, backed by nothing but fake JPEGs. As long as citizens exclusively point fingers at politicians, the permanent, untouchable bureaucratic elite will continue operating in the shadows.
📋 #Editorial Verdict: It is a sobering, necessary look at who actually runs the country.
