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Reflections & stories

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

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When convenience starts to get expensive: The digital fraud that speaks like us

When convenience starts to get expensive: The digital fraud that speaks like us

One-touch payment also reduces the opportunity for suspicion. Each step was optimized for continuation and none introduced context about the new recipient.

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The question that a company cannot answer alone: The digital fraud that speaks like us

The question that a company cannot answer alone: The digital fraud that speaks like us

One entity cannot combat connected fraud alone. The attacker exploits organizational boundaries while the victim receives isolated responses.

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The silent change that is already underway: The digital fraud that speaks like us

The silent change that is already underway: The digital fraud that speaks like us

Business fraud becomes credible conversation. Language generation makes it easy to personalize context without removing signals of broken procedure.

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The promise that should be read carefully: The digital fraud that speaks like us

The promise that should be read carefully: The digital fraud that speaks like us

Promises of profitability now use borrowed faces. The audiovisual appearance reduces doubt while urgency and exclusivity prevent contrast.

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The news that should worry us the most: The digital fraud that speaks like us

The news that should worry us the most: The digital fraud that speaks like us

A familiar voice no longer demonstrates identity. Accessible cloning exploits trust and haste, precisely the natural defenses of a family.

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What remains when the enthusiasm passes: The artificial intelligence that cannot be seen

What remains when the enthusiasm passes: The artificial intelligence that cannot be seen

After the enthusiasm the maintenance work begins. Initial performance does not guarantee continuity, updating or attention to incidents.

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The price of not looking at how it works: The artificial intelligence that cannot be seen

The price of not looking at how it works: The artificial intelligence that cannot be seen

Not looking at the supply chain comes at a price. The single interface hid models, storage, and services placed under different rules.

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The question that leaves official discourse uncomfortable: The artificial intelligence that cannot be seen

The question that leaves official discourse uncomfortable: The artificial intelligence that cannot be seen

The official precision deserves uncomfortable questions. An aggregate figure can hide serious damage, groups that are less well served, and results that are impossible to appeal.

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A technology that needs more democracy: The artificial intelligence that cannot be seen

A technology that needs more democracy: The artificial intelligence that cannot be seen

Artificial intelligence needs more democratic institutions. Consulting after deployment turns participation into communication, not the ability to influence.

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The future that is being decided today: The artificial intelligence that cannot be seen

The future that is being decided today: The artificial intelligence that cannot be seen

The future of AI is decided by current purchases and standards. Today's technical conditions will determine for years what can be audited and changed.

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The detail that transforms news into a public problem: The artificial intelligence that cannot be seen

The detail that transforms news into a public problem: The artificial intelligence that cannot be seen

A public problem appears when the bug is distributed at scale. The same automation that reduces cost multiplies inaccuracy and makes it difficult to detect individual cases.

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The conversation that families are already having: The artificial intelligence that cannot be seen

The conversation that families are already having: The artificial intelligence that cannot be seen

Families already negotiate uses of AI without common criteria. The conflict focused on the tool and not on learning, privacy, verification and autonomy.

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