Reflections & stories
Ideas, experiences and learnings about education, technology and coexistence.
Showing 48 of 86 articles
The question that a company cannot answer alone: The economy of our data
Data governance requires more voices than management. The commercial opportunity does not respond by itself to collective expectations, rights or effects.
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The silent change that is already underway: The economy of our data
Silent change occurs when combining databases. The risk does not reside solely in each piece of data, but in the relationships that appear afterwards.
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The promise that should be read carefully: The economy of our data
Personalization promises relevance and charges with the ability to infer. Convenience can become discrimination when the profile determines opportunities.
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The news that should concern us most: The economy of our data
Our data supports invisible work and economic value. The exchange is not limited to advertising: it includes collective knowledge transformed into a private asset.
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The question that should open the next debate: Automation and work
The next debate must address the distribution of productivity. Technological gain does not alone determine who receives time, income, or decision-making power.
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The conversation that deserves more time: Automation and work
The conversation about automation should include the person doing the task. Late participation turns useful experience into resistance and makes correction more expensive.
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What a screen cannot decide: Automation and work
A job score does not include a career. The easy-to-tell activity replaced relational contributions that sustained the team.
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The problem is not technical, it is cultural: Automation and work
Productive culture can defeat any safeguard. Control existed in the organizational chart and disappeared under everyday incentives.
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The responsibility that no one can delegate: Automation and work
The responsibility continues even if a system decides. The interface turned a debatable recommendation into authority and weakened the duty to review.
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The future does not arrive the same for everyone: Automation and work
The technological transition does not reach the entire workforce equally. Presenting adaptation as an individual responsibility distributes opportunities according to time, money and job security.
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The inequality that travels within the system: Automation and work
Inequality is amplified when surveillance falls on some positions. The precision of control depended less on necessity than on the workers' ability to resist.
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What we lose when everything is automated: Automation and work
Tacit knowledge is lost when we only look at steps. Converting a procedure into rules can exclude signals learned through years of experience.
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