Blab AI
AI Is Redefining UPSC Preparation as Coaching Institutes Close
When the Union Public Service Commission released the 2026 preliminary results last week, the hum of disappointment and disbelief swept through Delhi’s exam‑hunting enclaves. Neha, a 23‑year‑old humanities student from Nagpur, was among those who did not qualify. She admitted she felt let down but was not surprised to fail on her first attempt.
The UPSC exam is the most coveted competitive test in India, recruiting senior civil servants with a success rate of less than 1 %. That razor‑thin margin has turned neighbourhoods such as Old Rajinder Nagar and Mukherjee Nagar into living laboratories of ambition, where every wall is covered with current‑affairs charts and every corner houses a study group.
In recent years, the cost of traditional coaching has driven many aspirants to chart their own paths. Neha paid more than ₹1 lakh for a year‑long online course run by a Delhi‑based institute. She found the one‑on‑one sessions difficult to schedule and abandoned the program midway. Instead, she built a hybrid routine that blends books, downloadable PDFs, short‑form videos and artificial intelligence.
During lunch breaks, Neha watches 2–3 strategy videos from UPSC toppers, subscribes to 10–15 Telegram channels, and stores PDFs in a folder she calls Mission CSE. She relies on Claude, Anthropic’s language model, to distill dense government reports such as the Economic Survey and to summarize her own notes. She spends roughly an hour each day with Claude, admitting that the syllabus is so vast she often goes to bed feeling unfinished.
Looking ahead, Neha plans to experiment with Gemini next year, following her cousin’s success in the CAT exam with Google’s assistant. She intends to prompt Gemini to generate topic‑wise questions sorted by difficulty.
Prateek Mudgal, 25, from Aligarh, who earned All India Rank 54 in the 2025 Civil Services Examination, used Gemini to benchmark his answer‑writing practice against past toppers’ responses and to pull out key points on medieval history dynasties. He fed keyword prompts from his Detailed Application Form (DAF) to produce potential interview questions, including those about the Youth Parliament.
Other aspirants upload details such as education background, hometown, optional subjects, work experience and hobbies into AI models, asking the system to act as a UPSC board member. The model asks one question at a time, scores responses and challenges weak answers. Some use Claude or ChatGPT to simulate a skeptical panel member, interrupting answers and posing uncomfortable questions, thereby delivering instant feedback without the embarrassment of a live panel.
U. Harshaveena from Chennai, who ranked 257 in 2025, says revision now involves AI turning handwritten pages into flashcards and quizzes. Priya Kumari from Patna, who achieved AIR 232 in 2025 on her fifth attempt, added that AI helped her most at the interview stage.
Telegram administrators, YouTube educators and Reddit communities have become influential opinion‑shapers, offering free content that attracts large audiences. A Delhi‑based coaching faculty, speaking anonymously, said a single video with a lakh views can bring in a thousand paying students.
Over the past two years, AI tools such as ChatGPT’s Study Mode, Google’s Gemini Live and Anthropic’s Claude Voice have either replaced or supplemented traditional coaching. Specialized platforms like SuperKalam offer personalized study plans, daily targets and progress tracking.
The rise of AI has led to the closure of several smaller institutes. Chahal Academy, IAS Gurukul and 99 Notes in Delhi shut down in recent months. Anmol Goyal, founder and CEO of 99 Notes, told reporters that AI was a key factor and that aspirants are moving toward AI‑based preparation.
Coaching centres are not abandoning AI. The anonymous faculty member noted that institutes are using Claude, NotebookLM and ChatGPT, but the effectiveness depends on how the prompts are crafted. M. Senthil Kumar, director of Aram IAS Academy in Chennai, said the academy built an agentic AI architecture called alchemist.study to personalize study paths and evaluate answers, freeing faculty to mentor.
Israel Jebasingh, director of Officers IAS Academy in Chennai, said the academy produces daily current‑affairs videos and uses AI across all stages of preparation. He noted that student enrolments have remained steady at about 1,200 per year.
Dr. Sankara Saravanan, additional director at the All India Civil Services Coaching Center in Tamil Nadu, said a student who entered the Indian Foreign Service in 2025 used AI‑generated facts, data points and analytical inputs mined by the centre.
Legacy institutes such as Vajiram & Ravi, Rau’s IAS and Drishti IAS still emphasize structured material, faculty, peer groups and a trusted voice. New specialist platforms, for example Sanket Jain’s Psyche Simplified for the psychology optional paper, have emerged to cover less popular subjects.
Zeyaul Mustafa, founder of the Dr. UPSC YouTube channel, cautioned that short‑form content can create an illusion of learning. He urged students to consume such material mindfully and not rely solely on it.
Abhijeet Yadav, who runs UPSCprep.com, said that while AI makes preparation easier, niche optional papers still favor specialist teachers, and main‑exam answers benefit from human feedback.
Jain and other commentators argue that short‑form videos weaken deep reading and answer‑writing skills. Prashant Tiwari, faculty at Physics Wallah’s PW OnlyIAS, supports this view, noting that daily current‑affairs videos help break down news for Prelims and Mains.
Arvind Radhakrishnan, a former IAS officer who cleared the exam twice, said he used ChatGPT as a source for data but did not rely on it completely for answers.
Shubhangi Singh, faculty at Vajiram & Ravi, maintains that mentoring and hand‑holding remain essential because the exam’s difficulty has not changed. She added that the civil service offers respect and status, which is why many still pursue it.
In summary, AI tools are becoming integral to UPSC preparation, influencing how aspirants study, how coaching institutes operate, and how the industry adapts to new technology. While some traditional centres close, others integrate AI to enhance their offerings. The exam’s structure and prestige remain unchanged, but the path to success is increasingly shaped by digital assistants and automated feedback.
The UPSC exam is the most coveted competitive test in India, recruiting senior civil servants with a success rate of less than 1 %. That razor‑thin margin has turned neighbourhoods such as Old Rajinder Nagar and Mukherjee Nagar into living laboratories of ambition, where every wall is covered with current‑affairs charts and every corner houses a study group.
In recent years, the cost of traditional coaching has driven many aspirants to chart their own paths. Neha paid more than ₹1 lakh for a year‑long online course run by a Delhi‑based institute. She found the one‑on‑one sessions difficult to schedule and abandoned the program midway. Instead, she built a hybrid routine that blends books, downloadable PDFs, short‑form videos and artificial intelligence.
During lunch breaks, Neha watches 2–3 strategy videos from UPSC toppers, subscribes to 10–15 Telegram channels, and stores PDFs in a folder she calls Mission CSE. She relies on Claude, Anthropic’s language model, to distill dense government reports such as the Economic Survey and to summarize her own notes. She spends roughly an hour each day with Claude, admitting that the syllabus is so vast she often goes to bed feeling unfinished.
Looking ahead, Neha plans to experiment with Gemini next year, following her cousin’s success in the CAT exam with Google’s assistant. She intends to prompt Gemini to generate topic‑wise questions sorted by difficulty.
Prateek Mudgal, 25, from Aligarh, who earned All India Rank 54 in the 2025 Civil Services Examination, used Gemini to benchmark his answer‑writing practice against past toppers’ responses and to pull out key points on medieval history dynasties. He fed keyword prompts from his Detailed Application Form (DAF) to produce potential interview questions, including those about the Youth Parliament.
Other aspirants upload details such as education background, hometown, optional subjects, work experience and hobbies into AI models, asking the system to act as a UPSC board member. The model asks one question at a time, scores responses and challenges weak answers. Some use Claude or ChatGPT to simulate a skeptical panel member, interrupting answers and posing uncomfortable questions, thereby delivering instant feedback without the embarrassment of a live panel.
U. Harshaveena from Chennai, who ranked 257 in 2025, says revision now involves AI turning handwritten pages into flashcards and quizzes. Priya Kumari from Patna, who achieved AIR 232 in 2025 on her fifth attempt, added that AI helped her most at the interview stage.
Telegram administrators, YouTube educators and Reddit communities have become influential opinion‑shapers, offering free content that attracts large audiences. A Delhi‑based coaching faculty, speaking anonymously, said a single video with a lakh views can bring in a thousand paying students.
Over the past two years, AI tools such as ChatGPT’s Study Mode, Google’s Gemini Live and Anthropic’s Claude Voice have either replaced or supplemented traditional coaching. Specialized platforms like SuperKalam offer personalized study plans, daily targets and progress tracking.
The rise of AI has led to the closure of several smaller institutes. Chahal Academy, IAS Gurukul and 99 Notes in Delhi shut down in recent months. Anmol Goyal, founder and CEO of 99 Notes, told reporters that AI was a key factor and that aspirants are moving toward AI‑based preparation.
Coaching centres are not abandoning AI. The anonymous faculty member noted that institutes are using Claude, NotebookLM and ChatGPT, but the effectiveness depends on how the prompts are crafted. M. Senthil Kumar, director of Aram IAS Academy in Chennai, said the academy built an agentic AI architecture called alchemist.study to personalize study paths and evaluate answers, freeing faculty to mentor.
Israel Jebasingh, director of Officers IAS Academy in Chennai, said the academy produces daily current‑affairs videos and uses AI across all stages of preparation. He noted that student enrolments have remained steady at about 1,200 per year.
Dr. Sankara Saravanan, additional director at the All India Civil Services Coaching Center in Tamil Nadu, said a student who entered the Indian Foreign Service in 2025 used AI‑generated facts, data points and analytical inputs mined by the centre.
Legacy institutes such as Vajiram & Ravi, Rau’s IAS and Drishti IAS still emphasize structured material, faculty, peer groups and a trusted voice. New specialist platforms, for example Sanket Jain’s Psyche Simplified for the psychology optional paper, have emerged to cover less popular subjects.
Zeyaul Mustafa, founder of the Dr. UPSC YouTube channel, cautioned that short‑form content can create an illusion of learning. He urged students to consume such material mindfully and not rely solely on it.
Abhijeet Yadav, who runs UPSCprep.com, said that while AI makes preparation easier, niche optional papers still favor specialist teachers, and main‑exam answers benefit from human feedback.
Jain and other commentators argue that short‑form videos weaken deep reading and answer‑writing skills. Prashant Tiwari, faculty at Physics Wallah’s PW OnlyIAS, supports this view, noting that daily current‑affairs videos help break down news for Prelims and Mains.
Arvind Radhakrishnan, a former IAS officer who cleared the exam twice, said he used ChatGPT as a source for data but did not rely on it completely for answers.
Shubhangi Singh, faculty at Vajiram & Ravi, maintains that mentoring and hand‑holding remain essential because the exam’s difficulty has not changed. She added that the civil service offers respect and status, which is why many still pursue it.
In summary, AI tools are becoming integral to UPSC preparation, influencing how aspirants study, how coaching institutes operate, and how the industry adapts to new technology. While some traditional centres close, others integrate AI to enhance their offerings. The exam’s structure and prestige remain unchanged, but the path to success is increasingly shaped by digital assistants and automated feedback.
