Research cabinet of Guilherme Gonçalves Machado
Independent research on language, cognition, law and technology, conducted through comparison across fields of knowledge and with analogy as method.
This cabinet gathers the published corpus, organises it by research line and is the first public space of the PCIH³ Institute, a research initiative being constituted.
Research lines
- Research, development, innovation and advanced trainingArtificial intelligence, data, languages, security, cyber-physical systems, design and human-augmented technologies.
- Cultural collections and heritageDigitisation, preservation, curation and management of cultural, historical, artistic, linguistic and heritage collections.
- Platforms, laboratories and proprietary methodologiesPlatforms, laboratories, software and observatories for augmented intelligence, digital education and heritage.
Recent deposits
REDATA, Soberania Digital e Soberania Energética: uma análise jurídico-institucional da infraestrutura de data centers no Brasil
Examines Brazil's special tax regime for data centres and proposes the category of composite infrastructural sovereignty, with a five-dimension governance matrix.
Open on ZenodoDOI 10.5281/zenodo.22134863How to cite (ABNT)
MACHADO, Guilherme Gonçalves. REDATA, Soberania Digital e Soberania Energética: uma análise jurídico-institucional da infraestrutura de data centers no Brasil. Zenodo, 2026. DOI: 10.5281/zenodo.22134863.
A arquitetura brasileira de inteligência artificial: direitos, regulação, fomento, infraestrutura e soberania computacional na nova economia digital
Regulatory intelligence report arguing that Brazil's AI problem is coordination rather than absence of rules; analyses five instruments under formation and proposes ten decision theses.
Open on ZenodoDOI being verifiedHow to cite (ABNT)
GONÇALVES MACHADO, Guilherme. A arquitetura brasileira de inteligência artificial: direitos, regulação, fomento, infraestrutura e soberania computacional na nova economia digital. Zenodo, 2026.
Do mando ao sistema de funções: os trinta anos do Estado Regulador brasileiro (1996–2026) à luz dos cinco deslocamentos de Eusébio de Queiroz Lima
A panchronic reading of Brazil's regulatory state: three displacements achieved, the fourth (systematised resistance of the governed) left undeveloped, and the fifth projecting the algorithmic frontier of regulation.
Open on ZenodoDOI 10.5281/zenodo.21978602How to cite (ABNT)
MACHADO, Guilherme. Do mando ao sistema de funções: os trinta anos do Estado Regulador brasileiro (1996–2026) à luz dos cinco deslocamentos de Eusébio de Queiroz Lima. Zenodo, 2026. DOI: 10.5281/zenodo.21978602.
IA é energia: trabalho intelectual acumulado, linguagem computável e governança da potência operacional
An analogical theory of AI as instantiated intellectual energy, qualified in three registers and operationalised through a seven-control governance framework.
Open on ZenodoDOI 10.5281/zenodo.21649221How to cite (ABNT)
MACHADO, Guilherme. IA é energia: trabalho intelectual acumulado, linguagem computável e governança da potência operacional. Zenodo, 2026. DOI: 10.5281/zenodo.21649221.
Regulação jurídica e inovação tecnológica no setor financeiro: o setor bancário como refutação de uma generalização privatista
Brazil's banking sector, heavily regulated yet highly innovative, as a qualified counterexample to the claim that regulation stifles innovation.
Open on ZenodoDOI 10.5281/zenodo.21247412How to cite (ABNT)
GONÇALVES MACHADO, Guilherme. Regulação jurídica e inovação tecnológica no setor financeiro: o setor bancário como refutação de uma generalização privatista. Zenodo, 2026. DOI: 10.5281/zenodo.21247412.
The PCIH³ Institute
The Institute exists to study and train the researcher who uses artificial intelligence as an extension of their own repertoire, not as a substitute for it. It will be the scientific and technological arm of the Hubstry ecosystem.