The useful part
- Build practice around checked words you actually need.
- Use your mistakes to choose the next questions.
- Keep a short record rather than assuming the tool remembers.
If you keep forgetting vocabulary, start by changing what happens when you meet a word again. Reading another definition may feel productive, but it does not tell you whether you can find the word when you need it. AI can help prepare questions and examples that make the gap visible.
The workflow below uses a small, checked word list and a record of your answers. It is a practical starting routine, not a scientifically validated programme or a fixed number of words everyone should learn each day.
Pick words from something you actually do
Choose a manageable set from a recent lesson, a message you wanted to write or a conversation you struggled with. For example, a learner preparing for an English work meeting might choose “deadline”, “clarify”, “postpone” and “follow up”.
Write down the meaning you need, a natural example and any important pattern. “Postpone” belongs with the thing being postponed: “We need to postpone the meeting.” Learning an unrelated rare meaning is unlikely to help with that meeting.
If you do not understand an item yet, ask a teacher or consult a reliable dictionary before turning it into a memory task.
Separate recognising a word from producing it
One question asks whether you understand “deadline”. Another asks you to supply it: “What is the word for the latest time a task must be finished?” These questions test different things.
Use both when they fit your goal. If you mainly want to read, understanding unfamiliar words matters. If you want to speak, include questions that require you to supply a word or phrase yourself.
An experimental study of foreign-language vocabulary found that continuing to retrieve learned words helped delayed recall in that setting. Karpicke and Roediger’s study supports including retrieval opportunities; it does not mean rereading or explanation has no role in learning.
Ask for one question at a time
Try this prompt with your checked list:
Use only the target meanings and examples below. Ask one vocabulary question at a time and wait for my answer. Mix meaning questions with situations that require the target word. Do not reveal the answer in the question. After I reply, compare my answer with the reference. Flag uncertain alternatives instead of inventing a rule. [Paste list.]
Answer before opening a dictionary or asking for a hint. If you cannot answer, request a small hint, then inspect the correct answer. Record whether you answered independently, with a hint, or after seeing the answer.
This record is more useful than a vague message saying you did well.
Turn a missed word into a useful association
Suppose you confuse “borrow” and “lend”. Ask for two short examples with different people: “Can I borrow your pen?” and “Can you lend me your pen?” Draw the direction of the pen if that helps you understand the distinction.
For another word, an association with your work, a familiar place or an image may be more useful. Ask AI for options, then choose one that makes sense to you. Do not accept an invented word origin as an explanation.
A review of adult vocabulary-training research discusses the value of connecting word forms with meanings, including through retrieval and meaningful processing. Read the review. Our proposed workflow applies those ideas; the exact prompts have not been tested in that research.
Change the context when an answer becomes easy
After you can answer a familiar question, try another situation. A learner who knows “postpone the meeting” might answer: “The speaker is ill. How could you suggest moving tomorrow’s event to next week?”
Ask the tool to keep the target meaning stable while changing the surrounding details. You want another opportunity to use the word, not a trick question involving a new sense or advanced grammar.
If the tool accepts a questionable answer, compare it with your reference. Automated feedback can be mistaken, including when it sounds confident.
Keep the error log short enough to use
Use four columns: item, question type, result and next action. A next action might be “check the meaning”, “rewrite the question” or “try another context”.
Do not treat every miss as the same problem. A confusing question needs editing. A word you never understood needs explanation. A familiar word you cannot retrieve needs more practice.
You can move selected items into Anki or follow a simple review plan. The tool you use matters less than keeping the material understandable and the record reliable.
A useful handover to your tutor
Send a short summary of the difficult items before your next lesson if your tutor wants it. Ask them to correct examples and discuss which errors affect communication. An online tutor can use the log to prepare a relevant follow-up task instead of repeating the entire previous lesson.
For ready-to-use material, start with the English flashcards. To build your own, use the AI flashcard workflow. The AI language-learning overview connects vocabulary practice with your wider goals.