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Unfairly

Podcast 1 · Introduction

Unfairly

adverb · /ˌʌnˈfeə.li/ · documentary narration

In this introduction, Unfairly means in a way that is not just, which is why the course on unfair belongs with it. Cambridge defines unfairly, and the American entry records unfairly. Background sits in the article on injustice.

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Podcast 2 · Daily Use

Unfairly in conversation

Two British speakers · everyday usage

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Podcast 3 · Prompt Engineering

Prompting with "Unfairly"

Instructor & developer · copy + read each prompt

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Transcript: “Unfairly” vocabulary micro-course

Read along with the three podcasts, or open the full dictionary entry for Unfairly for the definition, Arabic meaning, synonyms and example sentences.

Podcast 1 — Introduction & meaning

Narrator: Welcome. Today's word is unfairly — an adverb, pronounced un-FAIR-lee, with the IPA /ˌʌnˈfeə.li/.

Narrator: Unfairly means in a way that is not just — describing an action done with bias, imbalance, or unequal treatment.

Narrator: In plain English, when something is done unfairly, someone is treated unjustly — judged unfairly, blamed unfairly, paid unfairly.

Narrator: It's the adverb form of 'unfair', adding the '-ly' ending so it can describe how an action is carried out, not just a thing.

Narrator: It carries strong feeling — 'she was treated unfairly' protests an injustice, while 'unfairly dismissed' is even a legal phrase.

Narrator: As 'fair' shifted over centuries from beautiful to even-handed, 'unfairly' came to mark actions done in a one-sided, unjust way.

Narrator: Its register is everyday yet weighty, common in news, workplaces, and courts whenever someone speaks up against injustice.

Narrator: Remember it this way: unfairly describes how an injustice is done. With bias, imbalance, or treatment that simply isn't just.

Read podcasts 2 and 3

Podcast 2 — In conversation

Speaker A: I'm a bit upset, to be honest — I feel I was judged unfairly in that review, marked down for things outside my control.

Speaker B: That sounds rough. Unfairly there means in an unjust way — you were treated with a bias that wasn't deserved.

Speaker A: True. I also said 'the prize was awarded unfairly', meaning the decision wasn't made on equal, honest grounds.

Speaker B: Quick tip — unfairly describes how an action is done, so it sits beside a verb: treated unfairly, blamed unfairly, judged unfairly.

Speaker A: Right. So 'he was unfairly criticised' means the criticism wasn't balanced or deserved.

Speaker B: Exactly. Just remember it's the adverb — unfair describes a thing or rule; unfairly describes how someone acted.

Speaker A: Is 'unjustly' a synonym?

Speaker B: Yes, very close. Unjustly is more formal and legal; unfairly is the warmer, everyday word for the same idea.

Speaker A: Helpful. So I'll say I was judged unfairly, meaning in a biased, unjust way.

Speaker B: Perfect use — in a way that isn't just.

Podcast 3 — Prompt engineering

Speaker B: Today we'll use the word unfairly, meaning in an unjust way, to prompt an AI to stop systems from treating users unfairly in apps.

Speaker A: Useful — code can quietly disadvantage people, so an unfairly theme fits moderation, filters, and bias checks nicely.

Speaker B: Let's start with content moderation.

Prompt: Review my moderation rules so no group of users is unfairly flagged more than others, test the filter for hidden bias, and make sure honest posts are never unfairly removed by mistake.

Speaker B: The word unfairly tells the AI to look for biased outcomes, so it checks who gets hurt, not just whether the filter runs.

Speaker A: Useful. What about a recommendation feed?

Prompt: Check my recommendation feed so smaller creators are not unfairly buried under big accounts, give new posts a fair chance, and make sure no creator is unfairly hidden from their own followers.

Speaker B: Now the database — keep names plain.

Prompt: Design a database schema for support tickets, store each ticket's wait time, and write a query that finds anyone whose ticket was unfairly skipped while newer tickets were answered first.

Speaker A: Clear. Could one prompt audit a whole flow?

Prompt: Audit my loan-approval flow for any rule that unfairly rejects valid applicants, explain in plain words why each one was declined, and flag any case that looks like it was decided unfairly.

Speaker B: For rate limits, lean on fairness.

Prompt: Set up rate limits that never unfairly throttle a careful user just because of one busy moment, share capacity evenly, and make sure no account is unfairly blocked while others run free.

Speaker A: One more — a grading tool?

Prompt: Build an auto-grader that never marks a student unfairly for a small format slip, scores only the real answer, and lets a teacher review any score that the student feels was given unfairly.

Speaker B: See the pattern: the word unfairly steers the AI toward catching biased, one-sided outcomes in systems. Principled and memorable.

Speaker A: Love it. Unfairly means in an unjust way — I'll keep it for moderation, ranking, and bias-audit prompts.