Lesson 1 of 8 · AI Translation That Still Sounds Natural
In this lesson. Meaning, then culture, then UI length.
What you will learn
- Meaning versus culture
- Units and legal
- Reviewer owns release
Walkthrough
You will separate literal translation from localization: examples, humor, units, and legal. AI is a first pass. A reviewer who knows the market still owns the release. This lesson is the brief.
Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of AI Translation That Still Sounds Natural is usable skill, not a pile of notes.
If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.
Practice
Take one English string and note what must change for a market you care about besides words.
Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.
Check your understanding
- Can you explain the goal of this lesson in one sentence to a teammate?
- Where would you apply “Meaning versus culture” in your own work this week?
- What would you change on a second pass of the practice?
Next. Continue to the following lesson when the practice has a real artifact, even a rough one.