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Giordano Cabral

Writing

What Giordano Cabral has written, in date order

Noticeboard with a slightly uneven grid of blank cards held by pins; a single red card.

IA agêntica is the foundational text; Transformação de empresas com IA, IA e educação and Criar programas com IA extend the argument to organizations, the classroom and software teams. The essay on the 2026 World Cup describes an entire experiment, from design to results.

01 · Writings

On this site

  • 2026-09-23 · What 124 Artificial Intelligences Got Wrong About the World Cup — essay. Between June 11 and July 19, 2026, 124 models predicted the outcomes of the World Cup's 104 matches under the rules of an office betting pool, ranked alongside people; the models' errors coincided, in the same direction.
  • 2026-09-23 · Agentic AI — what AI that performs entire tasks is, why FAROL measures fluency rather than maturity, the six dimensions and the open instruments.
  • 2026-09-23 · AI and Education — the position applied in Giordano Cabral's courses: assume everyone uses AI, raise the bar, teach discernment, state the mode of use for each activity, and evaluate the process.
  • 2026-09-23 · Creating software with AI — the fifteen questions a team needs to answer when an agent writes the code, and how a software company discovers where it stands.
  • September 23, 2026 · Business transformation with AI — where an organization starts: a measurement before the plan, the six dimensions, the five-level data collection ladder, and what the instrument does not measure.

02 · Texts

Elsewhere

  • February 14, 2025 · "Horizontes Seguros" magazine (CESAR) — a conversation with Eduardo Peixoto, the institute's CEO, about the future of talent, education, and risk management in the face of AI. Launch announcement.
  • July 16, 2024 · L'IA au Brésil: stratégies, défis et opportunités dans un marché émergent (ActuIA), with Jean-Pierre Briot — an analysis of AI in Brazil for a French audience. hal-04663796.
  • April 13, 2024 · L'Intelligence Artificielle au Brésil / AI in Brazil, with Jean-Pierre Briot — an article for a general audience, in French and English. hal-04545331.
  • 2024 · Innovations et défis de l'intelligence artificielle au Brésil (ActuIA), an interview with Jean-Pierre Briot and Fabio Cozman. hal-05177748.
  • 2023-12-15 · Will AI's Next Wave of Super Intelligence Replace Human Ingenuity? It's Complicated (Grit Daily; updated May 10, 2024) — on machine autonomy: it argues for using AI for what humans cannot do, rather than to outdo them at what they already do. gritdaily.com.
  • July 8, 2020 · O imprevisível cenário pós-covid (CESAR), written as vice chair of the Board — innovation as a change in the behavior of market participants; the pandemic removed the barrier to behaviors that already existed. cesar.org.br.

The 2024 texts with Jean-Pierre Briot are articles for a general audience and analyses, not peer-reviewed work. Scientific publications are listed under Publications.