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An illustrated hand places a small gear into a system of larger golden cogs, evoking the quiet work of maintaining momentum.

System x Self • The Human Margin

May 22, 2025 • 2 Comments • Views: 72

To the ones who keep the momentum alive

Three glowing crystal obelisks rising from a dark, starlit ground—one golden, two rose, symbolizing polarity and clarity amidst complexity.

Field Notes • The Human Margin

May 15, 2025 • One Comment • Views: 17

How polarity mapping strengthens decision-making

A lone graduate in a dark robe walks through a surreal city of glowing blue blocks - symbolizing stepping into an uncertain future by Emi Linds.

The Human Margin

May 10, 2025 • Views: 26

To the Graduating Class of 2025

Illustration of a wizard composed of mathematical equations standing atop a gradient descent curve labeled J(w, b), with glowing typography reading “Math in a Wizard’s Robe.”

AI/ML

April 22, 2025 • Views: 5

AI Isn’t Magic. It’s Math in a Wizard’s Robe.

A silhouetted figure stands in a dark room, facing a narrow beam of golden light etched with the words “FIAT LUX” - symbolizing quiet clarity and anchoring presence.

System x Self • The Human Margin

April 17, 2025 • Views: 2

To the one who steadies the room

Emi Linds | The human margin | Watercolour illustration of a parent on their phone beside a child holding a green polka-dot blanket. A tribute to working parents’ quiet strength.

The Human Margin

March 26, 2025 • One Comment • Views: 322

To the working parents holding it all together

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Recent Posts

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Disclaimer
The Human Margin Clarity System and the Human Margin for AI is provided for informational and educational purposes only. It does not constitute legal, financial, technological, or professional advice. While the concepts presented are intended to support ethical leadership and responsible innovation, implementation of this framework is at the sole discretion and responsibility of the user. No guarantees are made regarding specific outcomes. The author disclaims all liability for actions taken based on this material.

Emi designs revenue systems that cut waste and embed trust at scale with over a decade of work across finance, health, and regulated industries. Outside of work, she is a strategist and a mom who once ran Dungeons & Dragons campaigns, and now chases two future innovators through playgrounds and hiking trails.

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