Writing
On designing AI into how research teams actually do the work — architecture, identity, and methods.
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Position of the human is the design. Three gates in a research AI pipeline.
Where you place the review gate decides what the system is — and what the researcher becomes.
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Why two teams converged on the same AI research architecture without knowing about each other
Two teams, zero contact, one architecture — and what the convergence says about who should design research AI.
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How to keep researchers sharp as the AI gets better
Three architecture moves that keep automation from eating your judgment.