AI-Assisted Overseas News Monitoring for Crisis Response

Safety & Security · Planning & Decision-making

What it collects

Operational data

Anonymized data

News articles and headlines sourced from Dow Jones Factiva (a commercial news aggregator) and open RSS news feeds covering overseas local media. No personal information is involved.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Run by: National Research Council Canada (NRC)
Where: No fixed location
Kept: No data retained
Shared with: Not stated by the Helpful Places.
Your copy: You cannot see the data it holds about you. What you can do

What it is for

Safety & Security

Planning & Decision-making

GLOSSE was a platform operated by the National Research Council Canada that automatically monitored overseas news media to help Canadian government Watch Offices respond to international crises. It translated, scored, and categorized news articles from commercial and open feeds to help identify safe evacuation routes for Canadians abroad during conflicts. The system has been retired and did not process personal information. AI use was not disclosed to users at the time of deployment.

What it collects and what happens to it

Data taken in

Operational data

Anonymized data

News articles and headlines sourced from Dow Jones Factiva (a commercial news aggregator) and open RSS news feeds covering overseas local media. No personal information is involved.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Processing

Classification & Prediction

The system performed relevance scoring (ranking news by operational relevance), near-duplicate detection (identifying redundant articles), and categorization (classifying articles by crisis type or geographic relevance).

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Language Models

Translation of overseas local news media from foreign languages into English to support Watch Office staff who may not read the source languages.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

What it does

Sensing (Perceptive AI)

Human decides

The system ingested raw news text and RSS feeds, converting unstructured articles into structured, categorized, and geographically resolved records for Watch Office staff to review and act upon.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Deciding (Analytical AI)

Human decides

GLOSSE scored and ranked news items by relevance and performed near-duplicate detection and categorization to surface the most operationally significant articles for Watch Office staff.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Outputs

A recommendation or prediction

Anonymized data

Scored and categorized news summaries, geographic resolutions, and crisis-relevant article rankings surfaced to Watch Office staff as advisory inputs to crisis response planning. Decisions remained with human operators.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Run by

National Research Council Canada (NRC)

The National Research Council Canada (NRC) developed and operated GLOSSE on behalf of the Government of Canada to support international Watch Offices with crisis situational awareness.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Built by

Government of Canada

The system was developed internally by the Government of Canada; no external vendor is identified in the register entry.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Kept for

No data retained

The system has been retired. No personal information was collected or retained. The register explicitly states that the system does not involve personal information.
Duration: System retired; no active retention

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Shared with

Not available to me

GLOSSE processed only news media content and did not involve personal information. The system is retired. There is no personal data to access. The primary users were GC employees (Watch Office staff), not the public.

Government of Canada AI Register — GLOSSE (2526-NRC-CNRC-014)

Stored

Not stated by the Helpful Places.

How to read the colours

Can it identify you?

Anonymized data: Data about people with the link to who is broken. Stripped of identifiers, blurred, aggregated, or noised so this system can’t reasonably tie a record back to an individual.
Pseudonymous data: Each person’s data is tied to a token (hash, ID, template) that lets this system recognise the same person across events, but the token itself doesn’t reveal a name. Reidentification is possible with extra information.
Identifiable data: The data either contains a direct identifier (name, address, account name, recognisable face or voice, plate number) or carries a token this system uses to look up legal identity during processing.

Who completes the loop?

Human decides: This mode suggests; a person decides what to do next. The AI is always advisory — a human is in the loop on every decision. Example: a triage tool ranks cases for a clinician who chooses which to see first.
Human executes: This mode decides; a person carries out the result. Example: an optimizer plans the day’s trash-collection routes, and drivers run them.
Autonomous: This mode decides and acts on its own. No person reviews each decision or carries out the resulting action.

Definitions from the DTPR standard. Amber is about your data, violet about who decides. The fuller the shape and the deeper the colour, the more identifying the data or the less a person is involved.

What you can do

Ask about this system

Questions go to the Helpful Places, not the vendor.

Your rights

Right to Be Informed of AI UseThe register notes that AI use was not disclosed to users at the time of deployment. The system has since been retired. Affected parties (GC Watch Office employees) were the primary users and were not informed of AI use.
Right to Algorithmic TransparencyThe system has been retired. No public documentation about the system's internal logic, relevance scoring methodology, or categorization model has been identified in the register entry. The Government of Canada AI Register entry provides the primary public transparency disclosure.

Risks and safeguards

Societal & cultural harmAutomated translation and categorization of foreign-language news may introduce errors or cultural misinterpretations that skew crisis assessments or evacuation recommendations.Safeguard: The system was designed to advise Watch Office staff (GC employees) rather than make autonomous decisions; human operators remained responsible for all final crisis response determinations. The system has since been retired.