top of page

By:

C.S. Krishnamurthy

21 June 2025 at 2:15:51 pm

The ‘Prompt’ Revolution

AI generated image It appears to be a quiet reversal of everything we were trained to admire. In school and in professional life, we celebrated the student who produced the right answer, the executive who delivered solutions, the leader who spoke with authority… Questions were treated as stepping stones, corridors leading to the grand hall of conclusion. The answer was the destination. Yet in the age of Artificial Intelligence, particularly in this era of the ‘prompt,’ the hierarchy is...

The ‘Prompt’ Revolution

AI generated image It appears to be a quiet reversal of everything we were trained to admire. In school and in professional life, we celebrated the student who produced the right answer, the executive who delivered solutions, the leader who spoke with authority… Questions were treated as stepping stones, corridors leading to the grand hall of conclusion. The answer was the destination. Yet in the age of Artificial Intelligence, particularly in this era of the ‘prompt,’ the hierarchy is quietly shifting. The individual who frames the question with care often derives greater value than the one who merely waits for answers. The modern user of AI resembles a conductor before an orchestra. The instruments are sophisticated and the musicians capable, yet the quality of the performance depends on the clarity of direction. In this new landscape, the art lies less in possessing information and more in eliciting it with purpose. Intensely Curious Consider how children explore the world. Their persistent “why” can test adult patience, yet it remains profound. Why is the sky blue? Why must I go to school? Why does the moon appear to follow us? These are not idle interruptions. Curiosity is their currency.  The habit of asking “why” often yields to the comfort of knowing what. AI has, interestingly, restored dignity to curiosity. The machine does not resent enquiry or tire of repetition. It rewards precision. Ask, “Tell me about economics,” and the reply will be broad and generic. Ask, “Explain behavioural economics through Indian market anecdotes,” and the response acquires depth and relevance. The difference does not lie in the intelligence of the system but in the discipline of the questioner. This recalls the method associated with Socrates, who maintained that wisdom begins with recognising one’s ignorance. His dialogues did not exhibit answers. They dismantled complacency through probing questions. In many ways, AI presents a vast arena for such dialogue. What it requires is a modern Socrates at the keyboard. Probing Power “Why” is not merely an interrogative word. It is an instrument of leverage. When we ask what to do, we seek instruction. When we ask why to do it, we seek comprehension. In professional settings, the distinction is decisive. A manager who asks, “What are the quarterly numbers?” receives data. A manager who asks, “Why are these numbers declining despite increased marketing expenditure?” initiates investigation. One gathers information. The other begins analysis. The same principle governs interaction with AI tools. A user who demands content will receive it. A user who specifies context, audience, tone, constraints and purpose will receive something far more nuanced. The quality of the output reflects the quality of the input. Crafting it well demands clarity of thought and intellectual humility. It may seem exaggerated to claim that questions can outweigh answers. Yet consider how a misplaced question can generate an elegant but irrelevant response. There is an old anecdote of a villager who asked for directions to the nearest town. A passer-by offered detailed guidance. After an hour of futile walking, the villager returned in frustration. He had neglected to mention that he was travelling by boat. The answer was impeccable. The question was incomplete. AI amplifies this pattern. Its fluency can create an illusion of authority. Shallow prompts may yield confident yet superficial replies. Responsibility therefore shifts to the user. We must ask with context and awareness. Reframing becomes essential. Instead of asking, “How can AI deliver this speech for me?” one might ask, “How can AI help me organise my ideas, anticipate audience concerns and sharpen my reasoning?” The former substitutes the speaker. The latter strengthens the speaker. Practically, this requires deliberation before typing. Clarifying intent thoughtfully. Asking follow up questions. Challenging assumptions. Refining the prompt. The process resembles scholarly research more than casual browsing. There is also a moral dimension. Questions determine direction. Asking how to maximise profit at any cost charts one path. Asking how to create sustainable and equitable value charts another. The ethical quality of our enquiry therefore matters profoundly. In truth, this renaissance of questioning may be less a revolution than a return. Long before algorithms, progress began with unsettling questions. Why does an apple fall? Why are communities marginalised? Why must tradition override reason? Answers followed, and societies evolved. AI has accelerated this cycle, but it has not replaced human judgement. It has redirected attention to intellectual craftsmanship. The pen was once said to be mightier than the sword. In our time, the prompt may well be mightier than the answer. (The writer is a retired banker and author. He can be reached at  krs1957@hotmail.com )

Performative Dissent

Dissent is a democratic guardrail, meant to be used sparingly and to be summoned only when the state veers toward excess or when public interest demands a principled stand. But Congress scion and Leader of Opposition Rahul Gandhi has turned it into a reflex and a tiresome ritual. His latest dissenting note at a high-level selection meeting for the Central Information Commission (CIC) is the newest entry in a long catalogue of habitual obstruction.


Gandhi’s latest salvo came during a meeting chaired by Prime Minister Narendra Modi to finalise crucial appointments to the CIC, where Home Minister Amit Shah along with Gandhi himself were present. The agenda was to select the next Chief Information Commissioner, filling eight vacancies for Information Commissioners and discussing names for the empty posts of Vigilance Commissioners in the Central Vigilance Commission. The meeting was meant to settle the leadership of the country’s foremost transparency bodies. What emerged from it instead was not consensus but Gandhi’s theatrical antics.


Gandhi reportedly submitted a written dissent note objecting to some of the names proposed by the government. Nothing unusual in that except that not agreeing with anything that the Centre is doing is becoming his default mode. Generally, a dissenting note is expected to be a considered instrument of last resort, not a political crutch. It carries moral weight only when deployed sparingly and backed by rigorous argument. Used too often and too lightly, it becomes indistinguishable from noise. Gandhi, however, seems determined to normalise dissent as routine protest.


The timing of his objections suggests as much. The meeting took place amid an ongoing Lok Sabha debate on electoral reforms, during which Gandhi had already cast aspersions on the appointment process of the Chief Election Commissioner and other Election Commissioners.


Rahul Gandhi does not realize that dissent is meaningful only when articulated with clarity and backed by alternatives, and not when it is routinely tossed into the centre of the table as a symbolic act of defiance. On every major issue, Gandhi’s objections flung at the Modi government rarely rise above generic accusations like ‘authoritarianism,’ ‘crony capitalism’ and ‘threats to democracy.’ These are terms he deploys so promiscuously that they have become slogans rather than arguments. In a political culture already overrun by noise, he is determined to be noisemaker-in-chief.


The irony is that institutions like the CIC and the CVC, which are guardians of transparency and accountability, require precisely the kind of seriousness Gandhi refuses to display. Disagreement over candidates is legitimate, even healthy. But reducing such discussions to an adversarial spectacle cheapens the very bodies he claims to protect.


India requires a vigilant Opposition capable of scrutiny, not an Opposition Leader who confuses influence with noise. The power to dissent is a democratic privilege. To weaponize it casually is to erode its value. Rahul Gandhi should realize that the Indian public well knows the difference between a principled warning and a partisan tantrum.

Comments


bottom of page