Sustainability & AI

Chatbot

Software that converses with users in natural language, now commonly built on large language models.

Established · Editorial draft · Last reviewed 21 Aug 2026

Definition

Software that conducts conversation with users in natural language, ranging from rule-based scripts to systems built on large language models.

Quick reference

At a glance

Subject
Sustainability & AI
Editorial status
Editorial draft
Definition status
Established
Last updated
21 August 2026

References

Communications of the ACM 1966Weizenbaum — ELIZA: computer programmes for natural-language conversation

This source provides part of the technical or institutional basis for the definition.

US FTCOperation AI Comply — crackdown on deceptive AI claims (Sept 2024)

This source supports the explanation of how the term is applied, measured or governed in practice.

Overview

What it means

The archetype is Weizenbaum's ELIZA (1966), which mimicked a therapist with simple pattern matching and revealed how readily people attribute understanding to machines. Modern chatbots use generative language models, producing fluent but not necessarily accurate answers.

How it is used

Organisations deploy chatbots as interfaces to sustainability information: answering customer questions about product footprints, guiding staff through reporting requirements, or triaging supplier queries. Their fluency makes accuracy controls essential.

Why it matters

Chatbots are often the only part of an AI system a user meets. When they speak for a company's environmental record, hallucinated or overstated answers become the company's claims — a reputational and increasingly regulatory exposure.

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Classification
Established
Review stage
Editorial draft
What the classifications mean

This term is classified as Established

EstablishedCurrentMultiple definitionsContestedEmergingIndexed