Frictology is a research project about deliberate friction in digital design and AI. It studies how interfaces shape agency, judgment, and depth.
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Building reflective, adaptive moments into digital systems without nagging users or sandpapering trust.

Pauses that rebuild meaning, drive thoughtful choices, and foster depth.

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Generative AI produces dazzling images in seconds. But is that imagination or remix at scale? From Aristotle to diffusion models, ending with five tests for meaningful machine creativity.

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The fast feed deleted the exits. Now slow media is putting them back, but only for those who can pay. The real question isn't whether some people can find a quieter corner. It's whether relief can stop being a luxury good.

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AI bias isn't a bug in the data. It is a moral choice expressed in error rates. This essay starts with a wrongful arrest and ends with a question builders prefer not to answer.

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Recommender systems don't just show you communities. They build them around you, then shape you for them.

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Snackable content is fine. The snack loop (infinite supply, zero switching cost, incentives tuned for time-on-app) is the hazard. This field guide maps how the loop trains attention and memory, why platforms push it, and what designers might build instead.