Built for

For people whose work is language

Language is the first thing to go, and the hardest loss to see — because what replaces your voice is not worse writing. It is competent writing that belongs to nobody.

Written by Suman Debnath, creator of IMPRINTLast updated 5 September 2026

What delegation takes from this work

Your voice is the accumulation of a thousand small choices: the rhythm you fall into, the words you reach for, the argument you build before you know you are building it. None of those choices survive being outsourced, because the model makes its own.

What comes back is fluent. It is often better structured than a first draft of yours would have been. And it is generic in a way that is almost impossible to detect from inside, because the thing you would compare it against — your own instinct for how you sound — is the thing that has been idle.

The MIT participants who could not quote essays they had submitted minutes earlier were not writing badly. They had produced text without the process that makes text theirs. For someone whose profession is language, that is not a productivity question. It is the whole job.

What is actually at stake. The specific way you construct an argument, and the vocabulary you reach for when nobody has suggested one.

Who this covers

IMPRINT sorts people into six profession clusters during onboarding, and the baseline prompts change accordingly. This page describes the language and voice cluster, which covers:

  • Writer
  • Journalist
  • Screenwriter
  • Marketer
  • Customer support
  • Sales

Not listed here? The other clusters are Developers, Designers and Creatives, Founders and Leaders, Students, Educators and Clinicians.

What your baseline actually asks

Everyone answers four universal modules — opinion and belief, decision under pressure, memory and recall, emotional fingerprint. On top of those, this cluster gets 3 modules written for it:

Voice & Perspective
Describe your professional philosophy in your own words. What drives the way you communicate?
Captures your authentic written voice and perspective.
Persuasion Pattern
Write a short pitch for an idea you genuinely believe in — without using bullet points.
Reveals your natural persuasion and argumentation style.
Narrative Instinct
Tell a story from your work life that changed how you think.
Captures your storytelling structure and narrative voice.

How the practice works here

IMPRINT's baseline for this cluster captures three things: your professional philosophy in your own words, a pitch written without bullet points, and a story from your working life that changed how you think. Those are chosen because voice shows up in narrative structure and persuasion pattern more than in word choice.

The vault challenge for language work is deliberately blunt: write 300 words on a tracked skill with no AI assistance, focused on your authentic voice. It is not a clever exercise. It is a rep.

Your vault challenge — generated per skill

Write a 300-word piece on '[your skill]' without using AI assistance. Focus on your authentic voice.

Questions

Does using AI make you a worse writer?

No study has shown that AI use degrades writing ability directly. What research shows is reduced cognitive engagement during assisted writing and weaker recall of the result — so the risk is losing practice at composition, not losing the underlying capability outright.

How do I keep my writing voice while using AI?

Form a position before you prompt, in two sentences of your own. Prompting first makes the model's output your anchor, and you will edit it without noticing you never started from your own thinking. Keep some writing entirely unassisted so there is a voice to return to.

Getting a baseline

Baseline capture takes 20 to 30 minutes and is free. How the resulting score is calculated — and what it gets wrong — is published on the methodology page; the research behind it is indexed on the research page.