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AI-Assisted Media Monitoring and Summarization for Senior Management

Inform

What it collects

Operational data
Anonymized data
  • News articles provided by Factiva — a commercial media aggregation service. These are published journalistic texts and do not constitute personal information about individuals processed by the system.
Run by
Global Affairs Canada (GAC)
Where
No fixed location
Kept
Not stated by the Helpful Places.
Shared with
Accountable organization

What it is for

Inform

This system automatically scans and summarizes news articles from commercial media sources to produce concise briefings for senior government officials at Global Affairs Canada. It uses a large language model to extract key developments and generate readable summaries from Factiva-sourced news content. The system does not process personal information. Staff are informed that AI is used in producing these briefs.

What it collects and what happens to it

Data taken in

Operational data
Anonymized data
  • News articles provided by Factiva — a commercial media aggregation service. These are published journalistic texts and do not constitute personal information about individuals processed by the system.

Processing

Language Models
  • Large language model-based summarization is the stated processing technique. The specific LLM or model family is not identified in the register entry.

What it does

Creating (Generative AI)
Human decides
  • The system uses a large language model to generate concise summaries of news articles. Human senior management staff receive and act on the generated summaries; they are not automatically acted upon by the system.
Understanding (Semantic AI)
Human decides
  • The system scans and interprets a wide range of news sources, extracting key developments — a semantic understanding task that precedes the generative summarization step.

Outputs

Generated content
Anonymized data
  • Concise, actionable summaries of media coverage, generated by the LLM and delivered to Global Affairs Canada senior management as briefing documents. The output is text content synthesized from news articles and does not identify individuals.

Run by

Global Affairs Canada (GAC)
  • Global Affairs Canada is the federal department responsible for Canada's international relations. It deploys and operates this AI system to produce media monitoring briefs for its senior management.

Government of Canada AI Register — Senior Management Briefs

Built by

Government of Canada
  • The Government of Canada developed this AI system internally, as recorded in the AI register entry under the Developed by field.

Government of Canada AI Register — Senior Management Briefs

Kept for

Not stated by the Helpful Places.

Shared with

Available to the accountable organization
  • The generated briefs are accessible to GC employees, specifically senior management within Global Affairs Canada.

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 UseAI use is disclosed to the users of this system. GC employees who receive these briefs are informed that AI was used in producing the summaries, as confirmed in the register entry (AI use disclosed to users: Y).
  • Right to Algorithmic TransparencyInformation about this AI system is publicly available through the Government of Canada's AI and Algorithmic Register, which describes the system's capabilities, data sources, and purpose. Users can consult the register entry at the published URL.

Risks and safeguards

  • Societal & cultural harmLLM-generated summaries may introduce hallucinations, omissions, or subtle framing biases that could influence senior officials' perceptions of international events.Safeguard: the system is advisory only — human senior management review and act on briefs using their own judgment. AI use is disclosed so recipients can apply appropriate critical scrutiny.