Essays

Thoughts, learnings, and technical writeups. Exploring the intersection of human creativity and machine intelligence.

Showing 1-10 of 80 essays

The Industry AI Wasn't Supposed to Crack

Legal was supposed to be AI-proof. Slow procurement, conservative buyers, a profession built on human judgment. Now it's the #2 enterprise AI vertical at $500M — and what happened there tells you exactly what's coming for every other industry.

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The Interface of Modern Work

Software was always a means to an end. Now the interface is becoming optional, and the question for builders has shifted from how people use a tool to how many surfaces it can be reached from.

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AI Reveals Your Org Chart

When AI deployments stall inside enterprises, the blockers are almost never technical. They are a map of your real org chart — the one that doesn't appear on the intranet.

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Moneyball For Law: The Cost Of Intelligence

Law’s Moneyball era: firms win by encoding legal judgment into AI agents, cutting the cost of intelligence and turning small teams into high-leverage systems.

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Enterprise AI Diffusion Patterns

Why AI always diffuses through enterprises more slowly than the social feed suggests — and what that means for how you plan, sell, and measure AI maturity.

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The Skill Ladder Nobody Builds

Most firms expect people to get better without defining levels. A real ladder from novice to expert turns learning into progress and adoption into identity.

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The First Week After a Rollout

The rollout day does not matter, the next five days do. Winners design the first week like product onboarding with checkpoints, not emails.

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The Default Wins

Transformation becomes real when the default changes. If the old path stays easier, the new system stays optional forever.

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Friction Is Information

Resistance is often a signal, not a flaw in attitude. Treat friction as data so you can redesign workflow instead of blaming people.

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The Difference Between Busy and Throughput

Knowledge workers stay busy while output stays flat. Throughput rises when you remove queueing, rework, and unclear ownership.

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