Wednesday, November 11, 2026

Writing prompts for regional language users

Most people who ask ChatGPT something in Hindi or Tamil get a mediocre answer and conclude: AI doesn’t work well in my language. The actual problem is almost never the language.
It’s the vagueness.


“Mujhe ek story likhni hai” (I want to write a story) is not a prompt. It’s a wish. Every AI tool in the world, in every language, will respond to that with something generic and forgettable. The language isn’t the failure point. The missing detail is.


The one thing that changes everything: specificity

Here’s the same request, improved:
“Ek 10 saal ki ladki ke baare mein ek kahani likho jo Chennai ke ek chawl mein rehti hai aur secretly space scientist banna chahti hai, lekin uske ghar mein ek hi smartphone hai.”

Same language. Completely different result. Because now the AI has something real to work with: age, location, ambition, constraint.


This is true whether you prompt in Tamil, Telugu, Marathi, or Bengali. Specificity is the grammar of good prompting. Not English.
A simple structure that works in any language.

Think of every prompt as answering three questions:
What do you want? (output type: summary, email, story, explanation)
For whom? (a school student, your boss, a customer who’s angry)
What are the limits? (short, simple words, formal tone, 200 words only)
In Hindi: “Meri dadi ke liye ek simple explanation likho, diabetes kya hoti hai, easy Hinglish mein, 5 sentences mein.”

That single prompt contains all three answers. The output will be usable.
The regional language advantage nobody talks about

Here’s what’s actually interesting: prompting in your regional language forces you to be concrete. English has a large vocabulary for abstraction, “synergy,” “leverage,” “optimize.” Regional Indian languages, in everyday use, tend toward the specific and the situational. Kya karna hai, kiske liye, kab tak (what, for whom, by when). That instinct, applied to prompting, is a genuine advantage.

The person who types “mujhe rejection letter ka jawab dena hai, professional tone mein, zyada emotional nahi, ek paragraph” is already prompting better than most English users who type “help me reply to a rejection.”

One thing to actually try today
Next time you use any AI tool, add one specific constraint in your prompt that you would normally leave out. A number. A name. A location. A tone. One concrete detail.
The quality of what comes back will surprise you. In whatever language you asked.

Akash D
Akash D
An AI consultant helping businesses automate and scale backend operations. With strong people management experience, he blends technology with team leadership—guided by a subtle Star Wars mindset.
Artificial IntelligenceWriting prompts for regional language users

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