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AI policy debates in Brazil: struggles over regulation, governance and labour

2025· article· en· W4414017764 on OpenAlexafffund
Rafael Grohmann, Edemilson Paraná, Jonas C.L. Valente, Roseli Fígaro

Bibliographic record

VenueGlobal Political Economy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEthics and Social Impacts of AI
Canadian institutionsUniversity of Toronto
FundersUniversity of Toronto Scarborough
KeywordsCorporate governancePolitical sciencePolitical economyPublic administrationEconomic systemEconomicsManagement

Abstract

fetched live from OpenAlex

This article explores Brazil’s artificial intelligence (AI) policy landscape through the lens of regulation, development and governance, focusing on the complex power struggles shaping its direction. As Brazil positions itself as a leader in AI in Latin America, debates over regulation reveal conflicting interests between Big Tech, national industry, unions and civil society. Although government plans like the Brazilian Artificial Intelligence Plan 2024–2028 aim to foster innovation and digital sovereignty, labour issues and workers’ rights remain marginalised. The article argues that AI governance in Brazil is a site of political dispute over who benefits from AI and under what terms. By unpacking these dynamics, the analysis highlights the urgent need for participatory AI governance models that foreground social justice and labour protections, particularly within the broader context of Latin American technological development. This article is part of the ‘Artificial Intelligence Observatory for the World of Work (AIPOWW) Symposium’.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.839
Threshold uncertainty score0.963

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.366
Teacher spread0.357 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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