Skip to main content
Back

AI-Assisted News Topic Detection for Fisheries Policy

Accountable
Fisheries and Oceans Canada (DFO)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Planning & Decision-making
Input Dataset
Operational data Identifiable data
Algorithm or Model
Language Models
Output Dataset
A recommendation or prediction Anonymized data

This system uses large language models and topic clustering to automatically scan news sources and identify emerging topics relevant to Fisheries and Oceans Canada's mandate. It surfaces connections between external news developments and DFO's existing knowledge and resources, helping staff prioritize and plan responses. The system is currently in development and users are informed when AI is involved in the process.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register