Lesson 2 of 4 · about 5 min

Your first AI wins: 5 everyday tasks

When you finish, you can use AI for glossary building, assignment prep, ambiguity analysis, post-editing checks and client notes.

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Win one: start a glossary

Weak prompt: “Translate this list of words.” Strong prompt: “I am translating a user manual for a water pump from Spanish to English for technicians. From this non-confidential sample, list key terms with candidate translations and a note on register. Mark terms that could mean several things.” You get a working draft of a glossary.

Verify each term in trusted references, client materials and real documents in the field. Choose and record your decisions. Terminology consistency is something clients notice and value.

Win two: prepare for an interpreting assignment

Ask: “I am interpreting at a community health talk between Tagalog and English. Give me a one-page prep sheet with common vocabulary, likely abbreviations, polite forms of address and questions to ask the organizer beforehand. Keep it general.” You will get a start on the vocabulary and the questions.

Then ask the organizer for the real agenda and slides. Check specialized terms in trusted dictionaries. Preparation reduces stress and mistakes in the room. Do not paste private attendee information.

Win three: untangle an ambiguous sentence

Source texts are often unclear. Ask: “This sentence can be read in more than one way: [sentence]. List each reading, the contextual clue that would decide between them, and how each would be rendered in my target language.” This turns a vague worry into specific questions for the client.

Use the answer to write a query to the client, not to guess. A good translator knows when to ask. Keep a log of client queries; it protects you when meaning is disputed later.

Win four: post-edit with a checklist

If you post-edit machine output, compare it against the source in detail, not only for fluency. Check numbers, dates, names, negation, units, and terms from the glossary. Ask the assistant to compare two versions and list added, lost or shifted meaning, but make the decisions yourself.

Use back-translation as a test: render the target text back literally and compare with the original. Differences point to problems. Read the whole text aloud for rhythm and tone, which machines often flatten.

Win five: client communication

Weak: “Write an email to a client.” Strong: “Write a polite message explaining that my quote includes human translation with machine assistance, a review step and terminology consistency. List what I need: source files, references, deadline. Do not state prices.” You add the real terms.

Be clear about what you offer. Clients who ask for “just fix the machine translation” deserve an honest description of what that involves, how long it takes and what risks remain.

Practice now

  1. Choose a non-confidential paragraph in your field and build a ten-term glossary with AI help, then verify each term in a trusted source.
  2. Take a machine translation of a short text and post-edit it using a checklist for numbers, names, negation and terms. Note three errors the draft hid behind fluent wording.

Use any AI assistant you have. Do not paste private, client or patient information into it.

Check yourself

1. What should you do when a source sentence is ambiguous?

2. What is a useful test for a translation's accuracy?

3. Why verify glossary terms from AI?

Ask the AI tutor

Ask anything about this lesson, in any language. The tutor is an AI: it can be wrong, and it never needs your personal details.

AI-drafted. Checked by an automated validator and a separate AI reviewer; a person has not read every lesson. Translations and tutor answers are AI-made. Found a mistake? Tell us. AI can be wrong. General information only, not professional advice. Not affiliated with any AI company named. Current University is not accredited.