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Substrate Research

Surya Kasturi

Writing on human condition, their interactions with computers, from my observations working in tech building language models, ML platform, infra, applications

On surfaces with goals — there are some sought interactions where surface is better off hoping humans initiate, and there are ones where the surface could actively prompt the user. Putting one that belongs in one bucket in another never works. I suspect ads is in the first bucket but works so well for Google showing down the throat.

Created: Oct 8, 2026