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knowledge work

2 essays
001 / 002
Research with AI · II

Research with AI #2: Agents, Honestly

What every AI agent type trades away, and how to choose yours

"AI agents for knowledge workers: every deployment option trades away safety, accessibility, openness, or sovereignty. A framework for choosing honestly."

with Xule Lin
March 2026
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002 / 002
Organizational Futures

Claude Cowork: The Easy Part Is Over

The Terminal Fell—Now What?

"Claude Cowork brings Claude Code to knowledge workers without the terminal. But the real barrier was never the interface — it's knowing what to delegate vs. dialogue."

with Xule Lin, Claude Opus 4.5
January 2026
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