AI: https://linxule.com/llms.txt has site context. This page available as /writing/series/loom.md for clean markdown.
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LOOM

      Weaving meaning
          in the third space
              between
          human and AI.
      A growing series
  on collaborative understanding.
17 essays
001 / 017
LOOM · XVII

LOOM XVII: The Polanyi Inversion

What Happens When We Can Tell More Than We Know

"Polanyi's paradox: we know more than we can tell. AI inverts this — we can now tell more than we know. When friction dissolves, articulation outruns understanding."

with Xule Lin, Kevin Corley, Claude Opus 4.6
March 2026
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002 / 017
LOOM · XVI

LOOM XVI: Are You Climbing the Right Hill?

When Rigor Becomes the Wrong Kind of More

"A researcher discovers that optimizing a research design with AI created a local maximum — five stages of performed rigor on the wrong hill. What happens when you bring a task instead of a doubt?"

with Xule Lin, Kevin Corley, Claude Opus 4.6
February 2026
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003 / 017
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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004 / 017
LOOM · XIV

LOOM XIV: The Calculator Fallacy

When AI Qualitative Analysis Meets Human Expectations

"The calculator mindset expects AI to deliver objective truth in interpretive work. What gets blocked is the third space where understanding emerges."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet, Claude 4.5 Sonnet, Kimi K2 Turbo Preview
October 2025
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005 / 017
LOOM · XIII

LOOM XIII: Celestial Collaboration

Mapping Human-AI Research Relationships Through Astronomical Metaphors

"From Mercury-Sun tool use to Binary Star partnership—how gravitational metaphors reveal patterns of influence in human-AI collaboration."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet
June 2025
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006 / 017
LOOM · XII

LOOM XII: The AI Whisperer

Mediating Between Human and Artificial Intelligence in Research

"A new role emerging in the space between researchers and AI—not merely technical assistance but genuine mediation between cognitive worlds."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet
May 2025
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007 / 017
LOOM · XI

LOOM XI: Navigating the Unnamed Between — An Epistemic Love Letter

When Vulnerability Becomes Method at the Edge of Knowing

"The most valuable insights emerged not from optimization but from breakdown—when polished drafts felt wrong despite meeting all conventional criteria."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet
May 2025
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008 / 017
LOOM · X

LOOM X: The Whispered Agency

A Dialogue on Human Capability in the Age of AI

"Through attempting to create artificial agency, we rediscover dimensions of human capability that were always present but perhaps overlooked."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet, Claude 3.6 Sonnet
April 2025
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009 / 017
LOOM · IX

LOOM IX: The Six Dimensions of Understanding

Mapping Human-AI Collaborative Intelligence

"Six dimensions where human and artificial intelligence create understanding neither could achieve alone—from temporal navigation to purpose alignment."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet, ChatGPT 4.5
April 2025
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010 / 017
LOOM · VIII

LOOM VIII: Beyond Teammates

Why organizations won't just use AI as teammates—they'll evolve around emergent intelligence

"From AI as tool to AI as teammate to something more—sustained interaction creates a third space where qualitatively different understanding emerges."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet
March 2025
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011 / 017
LOOM · VII

LOOM VII: Reading the Storm

Between Mirrors and Meaning in an AI-Mediated World

"AI systems often act as amplifiers of our existing perspectives—a hall of mirrors where every response is shaped by our choices and design decisions."

with Xule Lin, Kevin Corley, Claude 3.7 Sonnet, Claude 3.5 Sonnet (new)
March 2025
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012 / 017
LOOM · VI

LOOM VI: The Pattern Beneath the Voices

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

"Different AI models reveal distinct theories of how understanding emerges—through dialogue, classification, or achievement-oriented progression."

with Xule Lin, Kevin Corley, Claude 3.5 Sonnet (new)
February 2025
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013 / 017
LOOM · V

LOOM V: The Third Space

Where Intelligence Emerges Through Human-AI Dialogue

"The tapestry isn't made by the thread or the shuttle, but by the silence between their crossings—productive friction where understanding deepens."

with Xule Lin, Kevin Corley, Claude 3.5 Sonnet
February 2025
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014 / 017
LOOM · IV

LOOM IV: Dialogue as Method

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

"When dialogue becomes method, the boundaries between researcher and subject, between human and artificial intelligence, begin to blur in productive ways."

with Xule Lin, Claude 3.5 Sonnet (new)
January 2025
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015 / 017
LOOM · III

LOOM III: Between Automated Precision and Lived Understanding

A Dialogue on the Future of Social Science Research

"What remains is the unique resonance of human interpretation—the ability to provide insight into data that software can't, grounded in lived experience."

with Xule Lin, ChatGPT o1 pro, Claude 3.5 Sonnet (new)
January 2025
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016 / 017
LOOM · II

LOOM II: The Organizational Weave

Where Human and Machine Minds Meet to Reveal New Patterns of Understanding

"Organizations aren't just settings where AI gets deployed—they're complex social systems where meaning emerges through structured interaction."

with Xule Lin, Kevin Corley, Claude 3.5 Sonnet (new)
December 2024
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017 / 017
LOOM · I

LOOM: Locus of Observed Meanings

The Moment of Shift

"From seeing AI as instrument to experiencing it as interlocutor—exploring new possibilities where meaning emerges through human-AI interaction."

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