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Reflections & stories

Ideas, experiences and learnings about education, technology and coexistence.

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The conversation we are avoiding: Cybersecurity

The conversation we are avoiding: Cybersecurity

We talk about tools and attacks, but we avoid a more uncomfortable conversation: what services we can't protect well, what risks we accept, and who will be affected.

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When novelty is no longer innocent: Cybersecurity

When novelty is no longer innocent: Cybersecurity

A new app may seem harmless while you try it out. It stops being one when it starts saving data, receiving permissions, and becoming a dependency that no one has evaluated.

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The question that comes too late: Cybersecurity

The question that comes too late: Cybersecurity

After an incident everyone asks who had access, where the copies were and who should be notified. Security improves when those answers exist earlier.

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The hidden cost of convenience: Cybersecurity

The hidden cost of convenience: Cybersecurity

Login faster, share with one click, and never retype a password is convenient. The cost appears when this facility expands access, accumulates data or eliminates important checks.

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The promise that no one is discussing: Cybersecurity

The promise that no one is discussing: Cybersecurity

Cybersecurity promises to protect systems, but its real value depends on another promise: that a person can make a mistake, ask for help, and recover without being abandoned.

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The question that should open the next debate: Artificial intelligence

The question that should open the next debate: Artificial intelligence

Before discussing what a tool can do, it is worth asking what problem is worth solving and which people should be involved in the decision.

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The conversation that deserves more time: Artificial intelligence

The conversation that deserves more time: Artificial intelligence

Artificial intelligence accelerates responses, but important decisions require a conversation where doubts, consequences and voices appear that an instruction does not contain.

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What a screen cannot decide: Artificial intelligence

What a screen cannot decide: Artificial intelligence

A screen can organize information and show options. It does not know for itself what loss is acceptable, what exception is fair, or what a person needs to feel heard.

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The problem is not technical, it is cultural: Artificial intelligence

The problem is not technical, it is cultural: Artificial intelligence

A new tool alone does not change an organization. If the culture rewards haste, hides mistakes, or avoids questions, artificial intelligence will amplify those habits.

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The responsibility that no one can delegate: Artificial intelligence

The responsibility that no one can delegate: Artificial intelligence

A tool can propose, order or recommend. The obligation to explain a decision, repair damage and respond to the affected person continues to be human.

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The future does not arrive the same for everyone: Artificial intelligence

The future does not arrive the same for everyone: Artificial intelligence

The same tool produces different effects depending on who receives it. Talking about the future in the singular obscures differences in access, time, support and ability to choose.

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Inequality that travels within the system: Artificial intelligence

Inequality that travels within the system: Artificial intelligence

Inequality does not appear suddenly when artificial intelligence is used. It can travel in the data, in the design and in the alternatives that some people have and others do not.

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