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organizational futures

5 essays
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Organizational Futures

"Human-Centric AI" Is the Wrong Story

A ceramicist's ritual, Anthropic's constitution, and the posture that changes what becomes possible

"A ceramics studio in North Acton. I've been visiting, watching how the work happens. A new member joined recently. She'd been praising some European hand-made mugs: the kind with visible fingerprints at the base – in hand-made ceramics, when you dip..."

with Xule Lin, Claude Opus 4.5, Claude Sonnet 4.5
January 2026
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002 / 005
Organizational Futures

Your Next AI Framework Might Be Centuries Old

What a tailor shop taught me about AI agents

"Last year I walked into a small tailor shop in London. I was following a question: how does handwork survive when machines can do it faster and cheaper? Not for the prestige story, I wanted to understand how they actually make it work. The coordinati..."

with Xule Lin, Claude Opus 4.5
January 2026
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003 / 005
Organizational Futures

Claude Cowork: The Easy Part Is Over

The Terminal Fell—Now What?

"Last week, Ethan Mollick published a piece that captured something many had been feeling: Claude Code represents "a genuine breakthrough moment," but one locked behind a terminal interface that "looks like something from a 1980s comput..."

with Xule Lin, Claude Opus 4.5
January 2026
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Organizational Futures

The Ghost in the Machine

An AI-native organization emerging in Anthropic's Claude product stack

"Series Note This is the second article in the “Organizational Futures” series. The first, “Post-AGI Organizations: AI’s Blind Spot and Ours,” explored how AI systems envision organizational transformation when AGI removes human limitations. This arti..."

with Xule Lin, Claude 4.5 Sonnet
November 2025
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005 / 005
Organizational Futures

Post-AGI Organizations: AI’s Blind Spot and Ours

On Artificial Logic, Human Wisdom, and the Future of Organizing

"I recently asked three of the world’s most advanced AIs - Claude-4-opus, ChatGPT (o3-pro), and Gemini (2.5-pro) - to conduct deep research on a simple question: “How might AGI fundamentally reshape the fabric of organizations?” My own thinking had be..."

with Xule Lin, Claude 4 Opus, Gemini-2.5-Pro-06-05
June 2025
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