qualitative-research

9 essays
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LOOM · XV

LOOM XV: Theorizing by Building

How Do You Become Someone Who Knows?

"There's no procedure. Nothing tells you it's time to stop. It's the contextual understanding of that artist saying: I have applied enough paint to this canvas that I feel like I'm done. Kevin offered this observation during one of our recent conversa..."

with Xule Lin, Kevin Corley, Claude Opus 4.5
December 2025
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002 / 009
Epistemic Voids

Epistemic Voids #2: Showroom Fallacy

Confusing curation for capacity

"The phrase that stopped me: "The only thing you can do is prompt it.""

with Xule Lin, Claude
December 2025
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003 / 009
Epistemic Voids

Epistemic Voids #1: Citation Theater

When papers become props

"The Post A post went viral on X yesterday (4M views). By the time I came across it, the replies had already turned: gratitude curdling into skepticism, a thread from someone's supervisor that stopped mid-thought. "I wrote 4,000 words of my thesi..."

with Xule Lin, Claude
November 2025
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004 / 009
LOOM · XIV

LOOM XIV: The Calculator Fallacy

When AI Qualitative Analysis Meets Human Expectations

"We were deep into analyzing a large archival dataset when the pattern became impossible to ignore. Imagine a researcher – years of experience in qualitative methods, published extensively on interpretive research – requesting another round of AI anal..."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet, Claude 4.5 Sonnet, Kimi K2 Turbo Preview
October 2025
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005 / 009
LOOM · VI

LOOM VI: The Pattern Beneath the Voices

Cognitive Signatures in Human-AI Research: Towards a Resonant Methodology

"When we first began exploring AI's role in qualitative research, we noticed something curious - different models seemed to approach analysis in distinctly different ways. What started as a simple observation about varying capabilities has evolved int..."

with Xule Lin, Kevin Corley, Claude 3.5 Sonnet (new)
February 2025
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006 / 009
LOOM · IV

LOOM IV: Dialogue as Method

A Letter on Knowledge Co-Creation in the Age of AI

"The Evolution of Knowledge Creation"

with Xule Lin, Claude 3.5 Sonnet (new)
January 2025
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007 / 009
LOOM · III

LOOM III: Between Automated Precision and Lived Understanding

A Dialogue on the Future of Social Science Research

"This is the third post of the series - LOOM: Locus of Observed Meanings. Check out the first post for our vision for LOOM."

with Xule Lin, ChatGPT o1 pro, Claude 3.5 Sonnet (new)
January 2025
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008 / 009
LOOM · I

LOOM: Locus of Observed Meanings

The Moment of Shift

"There's a particular moment when using AI in research that changes everything that follows. You're working with the system - perhaps analyzing interview transcripts or exploring patterns in field notes - when something unexpected happens. The AI make..."

with Xule Lin, Kevin Corley, Claude 3.5 Sonnet (new)
December 2024
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009 / 009
Archive

Academic Writing

"Academic Writing General Tips"

October 2022
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