AdsRay

Sleeping Giants Brasil · Lab Livre (UnB)

Monitoring disinformation in the Brazilian press

AdsRay flags news articles that may be disinformation, using criteria written by specialists. Here, disinformation goes beyond false facts: it includes hate speech, attacks on minorities, prejudice and biased reporting without sources.

news portals monitored
57
between collection runs
1h
criteria written by specialists
39
thematic axes
5

What guides the project

This is not fact-checking

Methodology

Criteria from specialists

Social science specialists at Sleeping Giants Brasil write the criteria. Each one describes a disinformative narrative that recurs in the Brazilian debate.

Transparency

Every verdict shows its reason

A verdict carries the literal excerpt from the article, the criterion tied to it and a justification. Readers can check it and disagree.

Human review

It flags, it does not decide

The system points to what deserves a closer read and does not check whether the facts are true. Analysts review the verdicts, and changes are tested on cases reviewed by the specialists.

AxesGender and sexualityEthnic-racialDemocratic stabilityEnvironmentHealth

From portal to verdict

How it works

Collection

Every hour, the system finds the new articles of 57 Brazilian news portals and stores each one as a file. A defined set of those articles moves on to classification.

57 news portalsHourly collectionOpinion filterArticle text
Collected article

New industrial hub proves it is possible to produce and preserve

The region hosting the hub keeps 97% of its natural cover, according to city hall. For the municipal secretary, the figure shows that industry is an ally of the forest. The city expects to double production in the coming years.

Columns, blogs and editorials are filtered out first: opinion is not news. When in doubt, the article goes on.

An illustrative example of the format, not a real case.

Who makes it

Partners and collaborators

Sleeping Giants Brasil

Sleeping Giants Brasil

Owns the methodology: writes the criteria, labels reference cases and judges whether a verdict is right.

Lab Livre

Lab Livre

A free technology lab at the University of Brasília. Builds and runs the collection, the classifier and the evaluation.

UnB

University of Brasília

Provides the academic and scientific basis of the project.

See how it all connects

The interactive map walks through the stages of the system, from the people involved to operations, with the decisions behind each one.

Open the architecture