The future takes shape in words.
Articles and reflections by Rufo Paganini on AI, people, organizations and the Amazon.
Questions I keep exploring.
Thematic readings of my journey. Personal reflections with the date and context in which they were written.

AI in real work
Computer vision, agents and decisions grounded in the knowledge of the people operating.
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From reaction to orchestrated operations
2026 observations on factories that adapt, anticipate failures, adjust processes and automate decisions.
2025When university meets industry
A reflection at Expo UEA Innovation on research becoming solutions and knowledge becoming care for people and the planet.

The Amazon as a source of innovation
Place, biodiversity, listening and collaboration in building technology.
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When university meets industry
A reflection at Expo UEA Innovation on research becoming solutions and knowledge becoming care for people and the planet.
2025Intelligence born from the forest
A perspective on artificial intelligence as an ally of biodiversity, the Amazonian bioeconomy and the voices of communities.
2024Learning from the people around us
Meetings in Portugal and the idea that conversation, teaching and learning are part of the same development.

Organizations that learn
Entrepreneurship, shared knowledge and expanding what people and teams can build together.
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Learning from the people around us
Meetings in Portugal and the idea that conversation, teaching and learning are part of the same development.
2023More human, beyond the walls
An exchange between the digital world and Indigenous cultures, with mutual learning and care for the forest and for people.
2022Work and mission: being rather than having
Questions about meaning at work, joy, care for the planet, ethics and alignment with one's mission.

From reaction to orchestrated operations
2026 observations on factories that adapt, anticipate failures, adjust processes and automate decisions.
Acervo Instagram
When university meets industry
A reflection at Expo UEA Innovation on research becoming solutions and knowledge becoming care for people and the planet.
Acervo Instagram
Intelligence born from the forest
A perspective on artificial intelligence as an ally of biodiversity, the Amazonian bioeconomy and the voices of communities.
Acervo Instagram
Learning from the people around us
Meetings in Portugal and the idea that conversation, teaching and learning are part of the same development.
Acervo Instagram
More human, beyond the walls
An exchange between the digital world and Indigenous cultures, with mutual learning and care for the forest and for people.
Acervo Instagram
Work and mission: being rather than having
Questions about meaning at work, joy, care for the planet, ethics and alignment with one's mission.
Acervo Instagram
Change, learning and new cycles
The move from Curitiba to Manaus as an opportunity to leave the comfort zone, learn and broaden a shared purpose.
Acervo Instagram
What drives an entrepreneur
A 2019 reflection on purpose, social impact and money as a means in the entrepreneurial journey.
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