On Useful Lies and Forgotten Uncertainties
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On Useful Lies and Forgotten Uncertainties

Why All Models Are Wrong (But We Need Them Anyway)

The essay explores the paradox that all models are simplifications—and therefore technically wrong—yet indispensable for navigating a complex world. Their power lies not in perfect accuracy, but in their usefulness, so long as we remember the uncertainty and distortion built into them.

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Do you trust what you see?
Virginia Ziulu Virginia Ziulu

Do you trust what you see?

From Victorian “Photoshop” to Deepfake Satellite Images

From Victorian darkrooms to AI-generated satellite imagery, images have never been neutral records of reality. As manipulation grows more subtle and powerful, the question is no longer whether images can deceive us, but whether we still know how to look closely enough to see it.

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Beauty in Science
Virginia Ziulu Virginia Ziulu

Beauty in Science

What do a Spanish neuroscientist, a Russian novelist, and an American photographer have in common? 

From neurons to snowflakes to butterflies, three observers—Santiago Ramón y Cajal, Vladimir Nabokov, and Wilson Bentley—revealed beauty in the overlooked corners of the natural world. Through meticulous attention and patient observation, they showed that science and art are inseparable, and that wonder is as essential as measurement.

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