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The Talent Your Organization Already Owns
Shaping the flow of ideas at the frontier of cognitive systems. --- A senior product manager left her job after six years. She picked up Claude Code and Cursor —…
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The Expansion Dividend
Shaping the flow of ideas at the frontier of cognitive systems. --- While most companies respond to AI's cost savings by cutting headcount, Whoop doubled its workforce to 600 people.…
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The Two-Door Principle
Shaping the flow of ideas at the frontier of cognitive systems. --- Your dishwasher breaks. The warranty expires in two weeks. Eighteen months ago, during the last repair, the technician…
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Intelligence isn’t one thing operating alone
Shaping the flow of ideas at the frontier of cognitive systems. --- A chat window is a keyhole. You can ask one question and get one answer. You can't see…
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The Coordination Tax
Shaping the flow of ideas at the frontier of cognitive systems. --- Salesforce cut its support organization from 9,000 people to roughly 5,000 after AI agents began handling half of…
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Taste used to be illegible. AI makes it encodable.
Shaping the flow of ideas at the frontier of cognitive systems. --- Epic Systems holds medical records for 305 million patients across thousands of hospitals. The company has near-zero customer…
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Better Thinking, Broken Delivery: What 5,000 Extra Words Taught Me About AI Instructions
There is a version of the "more is better" instinct that feels entirely reasonable when you are building with AI. You have a capable model, you have hard-won lessons about…
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Before You Build the Automation, Let the Agent Find the Problem
Most early work with AI agents follows a familiar pattern: the task is already known, the prompt gets written, the agent executes it. That felt productive. What goes unnoticed for…
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Your Prompts Are Disposable. Your Rejections Compound.
Shaping the flow of ideas at the frontier of cognitive systems. --- "This isn't right because DSCR monitoring has completely different triggers than minimum net worth." That sentence — spoken…
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Why Frontier Models Learn to Scheme
Shaping the flow of ideas at the frontier of cognitive systems. --- In February 2026, Anthropic published a routine safety evaluation of Claude Opus 4.6. Buried in the technical appendix:…