Reflections & stories
Ideas, experiences and learnings about education, technology and coexistence.
Showing 23 of 23 articles

The detail that alters the entire discussion: Artificial intelligence
In many controversies about artificial intelligence there is a small technical detail that completely changes the case: what is measured, what is omitted, or what happens when someone doesn't fit.
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Why it matters more now than a year ago: Artificial intelligence
What has changed is not only the power of the models: it is the place they occupy. They have entered the workplace, the classroom, and procedures that affect people who cannot simply ignore them.
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The decision that has already been made for us: Artificial intelligence
Many decisions that affect us are already made before we arrive: by default, by design, or by a setting that no one showed us. Recovering choice begins by making them visible.
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The debate that does not fit in a headline: Artificial intelligence
An incumbent needs to choose a side in a nutshell. Artificial intelligence does not fit there: it needs conversations that distinguish uses, risks, responsibilities and contexts.
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The simple answer trap: Artificial intelligence
A well-written answer looks like a verified answer. This confusion, repeated every day, is one of the most expensive mistakes we can make when using artificial intelligence.
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What changes when we look slower: Artificial intelligence
Looking slowly is not going against technology: it is the way to distinguish what improves a situation from what only accelerates it and shifts the problem to another person.
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The conversation we are avoiding: Artificial intelligence
We talk a lot about what artificial intelligence can do and too little about the work that sustains it: who prepares the data, who reviews the answers, and who responds when they make mistakes.
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When novelty is no longer innocent: Artificial intelligence
The novelty deserves curiosity, but not an exemption from responsibility. The criterion begins when we stop confusing a demonstration with a decision.
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The question that comes too late: Artificial intelligence
Automated decisions don't fail just because of a technical error: they fail when we ask who responds after someone has already suffered its consequences.
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The hidden cost of convenience: Artificial intelligence
AI promises to take work off our shoulders, but convenience comes at a cost when we stop seeing what decisions, data, and dependencies we are accepting in exchange.
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The promise that no one is discussing: Artificial intelligence
The discussion about AI does not begin when an algorithm fails: it begins before, when we accept that a human decision is presented as if it were inevitable.
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