GlossaryModelsNew to AI

Discourse

A conversation or written exchange, often in a forum or chat, where ideas are discussed and debated.

In plain terms

Discourse refers to a conversation or a series of written exchanges. Think of it like a group discussion, either spoken or written, where people share ideas, ask questions, and respond to each other.

Online forums and chat rooms are common places for discourse. For example, a group of people discussing a new movie on a website's comment section are engaging in discourse.

The expert version

Discourse in the context of AI often refers to the structured exchange of information and ideas, particularly in conversational or argumentative settings. This can range from human-to-human interaction on platforms to human-AI or AI-AI dialogue.

In large language models, discourse analysis is crucial for understanding how context is maintained across multiple turns, how arguments are constructed, and how coherence is achieved in extended interactions. This informs model training and evaluation, especially for conversational agents.

Why it matters now

The term 'discourse' is relevant due to recent research where AI models like Anthropic's Claude were used to identify security vulnerabilities. This highlights how AI can be employed to probe and potentially exploit systems, raising questions about AI's role in cybersecurity and the broader implications for online safety and discourse.

Where it shows up 1 items, newest first
How each company uses it
Anthropic Claude
Anthropic's Claude was mentioned in research that used AI to find security flaws, demonstrating a capability that could impact online security and discourse.
Related terms

ConversationDialogueArgumentationNatural Language UnderstandingLarge Language ModelsChatbots

Often confused with
Forum Software
This refers to the technical platform used to host online discus
Debate
While a debate is a form of discourse, discourse is a broader term that
Origin

The term 'discourse' originates from the Latin word 'discursus,' meaning 'running to and fro' or 'conversation.' It has a long history in linguistics and philosophy.

Try this about 5 minutes

Start a conversation with a chatbot like ChatGPT or Claude. Ask it a question, then ask a follow-up question based on its answer. See how it maintains the context of your exchange over multiple turns.

Try it: Playbook entries that use thisPlaybook →

The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.

Questions people ask

What is an example of discourse?
A group of people discussing a book in a book club is an example of discourse, as is a customer service chat with a company's AI assistant.
How do AI models handle discourse?
AI models process discourse by analyzing the sequence of messages, understanding context, and generating relevant and coherent responses to maintain the flow of conversation.

First seen on Subvolts Sep 18, 2026. Updated Sep 25, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.