Social media is flooded with mentors promising AI mastery to anxious students and professionals. While IITs and AICTE offer legitimate degrees, many private courses sell fear to make money. These expensive certificates often lack real value, unlike the government’s free YUVA AI for ALL programme which teaches basic AI literacy.
Scroll through any social media feed or You Tube reel today and a familiar figure appears between the cricket reels and the travel vlogs. He is a confident young mentor with a glowing laptop and a promise: "Learn AI in weeks. Become future-proof." The vocabulary ke eps changing , from promp t engineering to generative mastery to AI-powered income. The pitch itself is old. It is the coaching-class pitch, repackaged for an anxious age. Anxiety is the real product on sale. The buyer is rarely a curious tinkerer.
He is a final-year student who suspects his degree is already obsolete. She is a mid-career professional who has watched a colleague's job vanish. He is a graduate still unemployed after years of applications. For each of them, the question "Will AI take my job?" has become a private dread, and dread is the easiest thing in the world to monetise. The marketing leans on a convenient confusion. Brochures speak of "industry-recognised" and "globally valued" certificates, words that sound like regulation but mean nothing in law.
Several IITs, among them Madras, Kharagpur, Guwahati and Bhilai, offer B.Tech degrees in artificial intelligence. AICTE has also allowed AI and data science B.Tech programmes in accredited colleges. These are re al, examine d, accountable qualifications, and they sit at one end of the spectrum. At the other end is a private "certificate of completion", which is a receipt for attendance and not a credential. It carries only the weight of the brand that issued it, and many brands are a few months old. The tragedy is that the buyer, seeing both on the same screen, cannot tell them apart.
That is not an accident of design. It is the business model. The most embarrassing fact for the paid-course industry is that the state has already built an on-ramp, and it costs nothing. The government's YUVA AI for ALL course is a free, self-paced, six-module programme that gives completers an official Government of India certificate. It is deliberately modest, aimed at literacy and not at careers. But that modesty is its virtue. It tells the learner honestly what a beginner needs: understanding, not a miracle.
A private seller will never say this. Nobody ever bought a lakh-rupee package after being told the basics are free. The sales funnel depends on the learner not knowing where the free road begins. India is not without law here. The consumer protection authority's guidelines for the coaching sector prohibit false claims about faculty credentials, fees and refunds, selection rates, and guaranteed job security or salary increases. That sentence, read slowly, describes the entire AI-course advertising genre. "Placement assistance with top companies" and "career switch guaranteed" are exactly the promises a regulator has told coaching sellers not to make.
Yet the gap between a guideline and a lived reality is wide. The Education Ministry's own definition of coaching, in instruction to more than fifty students, invites an obvious question about small-batch "bootcamps" and mentor-led cohorts, which may fall outside the net. Implementation of the ministry's coaching framework has not been uniform across states, and education is a shared responsibility between the Centre and the states. A student cheated by a course run through Instagram stories and a payment link will find that no obvious door exists to knock on.
There is a deeper, quieter fraud: the pedagogical one. Artificial intelligence tools change faster than any printed curriculum can follow. A course that sells a fixed set of tools and tricks is teaching an interface, and interfaces expire. What endures is unglamorous: mathematics, statistics, programming discipline, and above all deep knowledge of a field such as law, medicine, accounting, farming or design. A person who knows the field and learns to use AI inside it becomes more valuable.
A person who knows only the tool, whatever the tool is this season, is easily replaced by the next tool. The seductive lie is that AI is a separate profession one can buy entry to. For most workers it is a skill to be folded into the work they already do. That is a harder, slower and far cheaper message, which explains why it never trends. Notice who is being targeted. The unemployed, the recently retrenched and the first-generation learner are the people with the least cushion and the most urgency. A household that stretches itself to pay for a course is spending savings meant for rent or a sibling's fees. When the promised job does not materialise, the blame is quietly transferred: you did not practise enough, you did not network, you did not "apply the learning".
The seller keeps the fee and the customer keeps the guilt. Those who sell hope to the desperate should expect scrutiny, not applause. Before paying anything, ask five plain questions. Who issues the certificate, and is that body accountable to anyone? Can I see the full syllabus and the instructors' verifiable work, not just their follower count? Is the refund policy in writing, in simple language? Does any promise of jobs or salary appear, and if so, is it in the contract? And have I tried the free government course and the open courses offered by public institutions first?
If the seller grows irritated by these questions, the questions have done their job. India's young are not foolish for wanting to learn AI. They are sensible, and that is exactly why they are being hunted. The remedy is not to mock the aspiration but to protect it: stronger enforcement against false placement claims, clearer public labelling of what is and is not a recognised qualification, and loud, unashamed promotion of the free options that already exist. Until then, the cheapest lesson in artificial intelligence remains a very natural one. When someone guarantees a future for a fee, check the guarantee before the fee.
(The writer is a Chartered Accountant from India and a Certified Public Accountant from the USA)