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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

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

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

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

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

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

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

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

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

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

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 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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