AI-Powered Emerging Technology Signal Detection for Defence
Safety & Security · Research & Development
What it collects
- Scientific publications and scholarly literature, including journal articles and conference papers across multiple scientific fields. These are public or licensed documents, not personal data. The register confirms no personal information is involved.
- Run by
- National Research Council Canada (NRC)
- Where
- No fixed location
- Kept
- Not stated by the Helpful Places.
- Shared with
- Accountable organization
What it is for
This system uses artificial intelligence to scan scientific publications and detect early, subtle signals about emerging technologies that may pose security risks. Developed by the National Research Council Canada and Defence Research and Development Canada with international partners, it helps analysts identify and assess future defence threats. It is currently in development, does not process personal information, and AI use is not yet disclosed to the public.
What it collects and what happens to it
Data taken in
- Scientific publications and scholarly literature, including journal articles and conference papers across multiple scientific fields. These are public or licensed documents, not personal data. The register confirms no personal information is involved.
Processing
- Classifies and scores weak signals from scientific text to identify and predict emerging technology trends and their potential security impacts, building on a decade of scientometric modeling by NRC and DRDC.
- Searches and retrieves relevant passages from large corpora of scientific literature to surface weak signals that would be imperceptible through manual review.
What it does
- The system scores and ranks weak signals from scientific publications, classifying emerging technologies by their potential security impact. Analysts (NRC, DRDC, and allied personnel) review these outputs and decide how to act on the intelligence.
- Extracts meaning from scientific text to identify subtle, weak signals about technology trends that would be difficult to detect by manual reading at scale.
Outputs
- Produces weak-signal reports, technology trend rankings, and impact predictions for emerging technologies. These advisory outputs are reviewed by defence analysts — no automated binding decision is made about individuals or policies.
Run by
- The NRC is the Government of Canada department responsible for deploying and operating this AI system in partnership with Defence Research and Development Canada (DRDC) and international allies.
Built by
- The AI solution was prototyped by NRC and DRDC together with international allies and partners. The Government of Canada is listed as the developer, indicating internal development rather than a commercial vendor.
Kept for
Not stated by the Helpful Places.
Shared with
- Outputs are intended for NRC, DRDC, and international allies and partners involved in the defence intelligence program. Primary users include both employees and the public per the register, though the defence-security context suggests outputs are primarily for government and allied analysts.
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.
- AI registerGovernment of Canada AI Register — AI for signal detection of emerging technologies (2526-NRC-CNRC-025)National Research Council Canada, Government of Canada AI Register entry 2526-NRC-CNRC-025.
- AI registerGovernment of Canada AI Register — 2526-NRC-CNRC-025
- AI registerGovernment of Canada AI Register — 2526-NRC-CNRC-025
- Register entryPublished by the Helpful Places. Reference 633eac2d. This disclosure was drafted with AI assistance.Schema: ai@2026-05-06-beta
What you can do
Ask about this system
Questions go to the Helpful Places, not the vendor.
Your rights
- Right to Algorithmic TransparencyThe register notes that AI use is currently not disclosed to users. As the system matures, members of the public and affected communities should have the right to understand in plain language how this system works, what logic it applies, and what consequences its outputs may have for security policy. Contact the National Research Council Canada for information: https://nrc.canada.ca
Risks and safeguards
- Civil liberties harmThe system is used in a defence and security intelligence context. Although it does not process personal information, its outputs could influence decisions about surveillance priorities or security policy with potential civil-liberties implications. The system is in development, and the register notes AI use is not yet disclosed to users. Mitigation should include clear purpose limitations, oversight by NRC and DRDC governance bodies, and transparency measures as the system matures.