AI writing terms, translated into plain English.

A type of AI trained on vast text data to predict and generate language. Tools like Conch use LLMs to assist with drafting, editing, and studying.

AI systems that create new text, images, or audio from prompts rather than only classifying existing data.

The instruction or question you give an AI model. Clear prompts usually produce clearer, more useful output.

The practice of structuring prompts to get better, more consistent results from AI writing tools.

Using AI to support brainstorming, outlining, drafting, editing, or revising while the writer keeps final control.

An initial version of text produced with AI help that a writer then reviews, edits, and personalizes.

The amount of text an AI model can consider at once when generating a response.

A small unit of text—often a word fragment—that language models process and count for usage limits.

A model setting that controls randomness. Lower values are more predictable; higher values are more creative.

Software that estimates whether text was likely written by AI, a human, or a mix of both.

When a detector incorrectly flags human-written or lightly edited text as AI-generated.

When a detector fails to identify text that was largely AI-generated.

A percentage or rating a detector assigns to how likely it thinks text is AI-written.

A machine learning model trained to sort text into categories such as human vs. AI.

Embedding hidden signals in AI-generated text so detectors or platforms can identify its origin.

Processes and tools used to confirm who created a piece of writing and how it was produced.

Writing that combines human ideas with AI-generated sentences, edits, or structural suggestions.

The cutoff score above which a detector labels text as likely AI-generated.

A tool that refines AI-assisted text to sound more natural, varied, and aligned with a user's voice.

Rewriting text in different words while preserving meaning—used for clarity, tone, or originality.

Keeping a writer's personal tone, vocabulary, and rhythm when AI rewrites or polishes text.

Variation in sentence length and rhythm. Natural writing often has more burstiness than formulaic AI text.

A measure of how predictable text is. Some detectors use low perplexity as a signal of AI generation.

Editing text for smooth readability without changing the underlying facts or argument.

Changing formality, confidence, or style—such as academic, casual, or professional—in rewritten text.

Changing sentence order, paragraph flow, or transitions while keeping the same ideas.

Revising AI-assisted drafts for clarity, authenticity, and natural voice so the final work reflects the writer's thinking.

A concise claim that tells the reader what an essay or paper will argue or explain.

A section that summarizes and synthesizes existing research relevant to your topic.

Evaluation of academic work by experts in the field before publication.

Honest, ethical scholarship—including proper attribution, original thinking, and transparent AI use.

Using someone else's words or ideas without proper credit. AI-assisted writing still requires attribution.

Restating a source in your own words while crediting the original author.

Original material such as studies, interviews, or historical documents used as evidence.

Analysis or summary of primary sources, such as textbooks or review articles.

Shaping an assignment to meet grading criteria for structure, evidence, and clarity.

A formatting system—such as APA, MLA, or Chicago—for crediting sources consistently.

A brief reference within the body of a paper that points to a full source entry.

A list of all sources consulted or cited in a research project.

A permanent digital identifier assigned to many academic articles and books.

A source list with short notes explaining each source's relevance and credibility.

How trustworthy a reference is based on author expertise, publication, and evidence quality.

The focused question a paper or project aims to answer through evidence and analysis.

Combining ideas from multiple sources into a coherent argument rather than listing quotes.

A tool that helps find, format, and manage references for academic or professional writing.

A study technique that reviews material at increasing intervals to improve long-term retention.

Testing yourself on material from memory rather than passively rereading notes.

A visual diagram that connects concepts around a central topic to show relationships.

A collection of question-and-answer cards used for memorization and review.

A note-taking format with cues, notes, and summary sections for structured review.

Mixing different topics or problem types during study instead of blocking one subject at a time.

Learning by pulling information from memory, often through quizzes or self-testing.

A schedule that allocates time for review, practice, and new learning across subjects.

Using diagrams, maps, and charts to understand and remember complex information.

The field of AI focused on understanding, generating, and transforming human language.

Numerical representations of words or sentences that capture semantic meaning for AI models.

Condensing a longer text into a shorter version that keeps the main points.

Rewriting complex text in clearer language while preserving important details.

How closely two pieces of text match in meaning, even if the wording differs.

Identifying people, places, organizations, and dates within text automatically.

Detecting whether text expresses positive, negative, or neutral attitudes.

Automatic conversion of text from one language to another using AI models.

Producing useful output from a model without task-specific fine-tuning on examples.

In-app currency used across Conch tools such as Write, Study, Rewrite Mode, and Chat.

Conch's rewriting feature that improves clarity, tone, and readability while preserving meaning.

Conch's human-controlled rewriting feature that refines AI-assisted drafts for clarity, tone, and natural voice.

Uploading a file and asking Conch questions grounded in that document's content.

Conch's connected workflow of notes, flashcards, mind maps, and planners from the same source material.

A browser add-on that brings Conch writing and study tools into your everyday workflow.

Conch's research and essay assistant for drafting, citing, and structuring academic work.

Conch feature that turns documents into conversational audio for learning on the go.

Using Conch to brainstorm, draft, cite, revise, and study with the user in control.

A school or organization's rules about when and how students may use AI tools.

Disclosing when AI helped with brainstorming, drafting, editing, or formatting.

Keeping a person responsible for reviewing, correcting, and approving AI output.

Depending on generated text without understanding, verifying, or learning the material.

Ensuring students with different resources can use AI tools fairly and responsibly.

How a platform collects, stores, and protects user documents and personal information.

Refining text for clarity and voice while maintaining honest authorship and following institutional guidelines.

The skill or knowledge an assignment is meant to develop, which AI use should support—not replace.

Actions such as dishonesty or undisclosed outsourcing that violate school honor codes.

The repeatable steps from research and outline to draft, revision, and final submission.

How quickly you produce an initial version—often faster with AI-assisted outlining and drafting.

A dedicated round of editing focused on structure, clarity, evidence, or tone.

Handling multiple documents or sections in one session to save context-switching time.

A reusable prompt structure for recurring tasks like email replies, summaries, or essay outlines.

Keeping track of draft iterations so you can compare changes or revert if needed.

Working in a distraction-free environment during deep writing or study sessions.

Extra time built into a schedule for unexpected revisions or research gaps.

The minimum standard—clarity, accuracy, citations—before submitting or publishing work.

A writing workflow where AI helps with clarity, structure, citations, and revisions while the user stays in control of the final work.

A collaborative approach where a student or professional brings the ideas and judgment, and AI supports drafting, editing, studying, and polish.

A case where an AI detector incorrectly labels human-written or lightly AI-assisted writing as AI-generated.

Writing support that helps users produce clear, original, human-controlled work through better drafting and revision.

A popular AI detection tool used by educators to estimate whether student writing may be AI-generated.

Turnitin's feature that flags writing patterns associated with generative AI alongside traditional plagiarism checks.

Software focused solely on rewriting text without broader writing, studying, or citation support.

A document analysis showing overlap with existing sources or signals of AI-assisted writing.

Software that helps with grammar, structure, citations, rewriting, or drafting during the writing process.