AGENCY OVER SKILLS

⁠Bernardo Caldas

Expressive and passionate, Bernardo Caldas is an eternally curious mind — a lover of quantitative arts with a special talent for translating the complex into understandable terms.

He currently leads the data and artificial intelligence teams at one of the largest European fintech companies, after having done so in several national and international firms.

He has also founded a startup and the association Data Science for Social Good Portugal.
CATALYST - SPEAKER

“We need to structure our companies, teams and careers around agency, not just competencies.”

“In a world where anything can be learned, what matters is deciding what’s worth doing,” says Bernardo Caldas. He challenges one of the most persistent ideas in organisations — that the answer to AI is reskilling — calling that strategy “simply absurd.”

His reasoning is straightforward: AI is “the technology that best learns how to learn” and “the tool that best works with other tools,” which means skills are no longer the main constraint. Choice is.

The real advantage, he argues, shifts to “agency” — the ability to identify the problems that matter and act on them. This reframes how we think about talent, not as the accumulation of capabilities, but as a question of direction.

In this view, the future will not belong to those who know more, but to those who decide better.
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