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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 )

Pawars are losing the Pune plot

Municipal elections expose the identity crisis within both factions of the Nationalist Congress Party

Pune: Local elections are often treated as administrative skirmishes. But in Pune, they have become something akin to a philosophical debate about loyalty and legitimacy, ideology and expediency, and whether political parties can survive repeated acts of self-contradiction. The week-long turmoil surrounding the city’s municipal polls has laid bare the Nationalist Congress Party’s deepest malaise: a party split not merely by factions, but by incompatible ideas of what it stands for.


At the heart of the drama lie the two NCPs led respectively by Sharad Pawar, the patriarch who once gave the party its ideological spine, and the other by his nephew Ajit Pawar, now Deputy Chief Minister in the BJP-led Mahayuti. When the election schedule was announced, many that each faction would fight separately, and the Bharatiya Janata Party would keep its distance.


Instead, the BJP made clear it would not ally with Ajit Pawar’s NCP faction for the Pune civic polls. That refusal set off a chain reaction. A section within Sharad Pawar’s faction began exploring a local alliance with Ajit Pawar’s group, arguing insistently that municipal elections were about pragmatism and not ideological purity. The proposed move has startled even seasoned observers. More surprising still was the apparent openness of Supriya Sule, Sharad Pawar’s daughter and the party’s most prominent national face, to facilitating talks between the two sides.


What followed was not just a tactical disagreement but a revolt of principle. Prashant Jagtap, the NCP’s Pune city president, publicly challenged the idea of any alliance with Ajit Pawar’s faction. His reasoning was that he had fought both the Lok Sabha and Assembly elections on an explicit anti-BJP plank. To now partner with a group that formed part of the BJP government, he argued, would amount to a betrayal of voters.


Talking Point

Jagtap’s defiance quickly became a state-wide talking point. At 47, a former mayor and a policy-minded local leader with a reputation for mastering civic minutiae, he was hardly an insurgent outsider. Yet by questioning Sharad Pawar’s tactical instincts while remaining within the party, he punctured the aura of unquestioned authority that has long surrounded the Pawar name. Even more awkwardly, BJP leaders maintained an almost studied silence as one of their allies flirted with Sharad Pawar’s camp, highlighting the convenience that define coalition politics in Maharashtra.


Supriya Sule attempted damage control, stepping in to mollify Jagtap and to still the speculation about a grand NCP reunion, however temporary. It did not work as Jagtap refused to retreat and soon took a more decisive step by crossing over to the Congress.


His exit was an indictment on the nature of the breathtaking contortions that have come to define to Maharashtra’s politics in recent times. In Pune, many saw it as the migration of credibility from a party mired in equivocation to one desperate for organisational revival. Congress leaders privately admitted that Jagtap’s arrival was a windfall: a grounded urban politician with local appeal at a time when the party struggles to find both. For residents weary of endless factional manoeuvres, his stand seemed refreshingly legible.


Meanwhile, the much-discussed talks between the two NCP factions quietly collapsed. By Saturday evening, it was clear that the Sharadchandra Pawar-led NCP would contest the municipal elections as part of the Maha Vikas Aghadi, alongside Congress and the Shiv Sena (UBT). The attempted rapprochement had yielded only confusion, bruised authority and one prominent defection.


The episode has also cast a shadow over the BJP. In Pune, whispers are growing that dynastic considerations may dominate its candidate selection, potentially provoking internal dissent. The party’s aggressive induction of new entrants, often from rival camps, has generated unease among long-time workers who fear being sidelined.


For the NCP, however, the implications are more existential. Once conceived as a party that blended Maratha pragmatism with a secular, reformist outlook, it now risks becoming a vessel defined solely by surnames and split loyalties. The Pune episode suggests that local leaders and voters alike are increasingly impatient with ambiguity masquerading as strategy.


Municipal elections rarely rewrite political history. But they do reveal fault lines. In Pune, they have exposed a party struggling to reconcile legacy with coherence and a city electorate alert to the difference. 

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