Agent UI Needs Friction
When everything is frictionless, interaction loses shape. A credible assistant needs boundaries, pacing, and a visible sense of intent.
Read EssayA chronological collection of research, essays on technical convergence, and notes on the shifting landscape of human-machine interaction.
When everything is frictionless, interaction loses shape. A credible assistant needs boundaries, pacing, and a visible sense of intent.
Read EssayA technical breakdown of transformer architectures applied to non-linear harmonic structures, documented during my summer residency.
View PaperCritiquing the over-engineered web and proposing a return to typography-first design systems that prioritize readability over interaction dopamine.
Read EssaySpeculative research on how UI must adapt to verify and anchor synthetic media in an era of seamless deepfakes.
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