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interpretive orchestration

3 essays
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Research with AI · IV

Research with AI #4: The Prompt Is the Work

Five turns before the prompt was right — and the answers ninety minutes couldn't hold.

"Why writing the prompt is itself the methodology in AI-assisted literature review — answers on the reproducibility stack, governance, coverage, and warrant."

with Xule Lin
May 2026
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LOOM · XV

LOOM XV: Theorizing by Building

How Do You Become Someone Who Knows?

"The invitation is not 'here are tools that embody our ideas' but 'watch us work, try it yourself, refine your own practice.' Two open source tools."

with Xule Lin, Kevin Corley, Claude Opus 4.5
December 2025
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Research Memex: Working at the AI Research Frontier

One approach to human-AI research collaboration, demonstrated through systematic reviews

"The seahorse represents the hippocampus. It doesn't exist, and AIs hallucinate that it does. Working honestly with gaps requires seeing the hallucination and building with it anyway."

with Xule Lin, Claude 4.5 Sonnet
October 2025
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