The Why Behind AI

AI Skills, Metaskills, and the Groundhog Day Principle

Stop Installing Skill Packs. Start Building Skill Systems.

Jun 23 • Jacob Miller

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May 2026

The #1 AI Habit for Individuals, Teams, and Organizations

Stop doing, “Future me? I don’t envy that guy” and start embracing the prerequisites for 10x

May 31 • Jacob Miller

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Don't Build "Trustworthy" AI

Everyone says they want trust in AI. Almost no one means the same thing.

May 13 • Jacob Miller

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The AI Invoice Has Entered the Chat

Token-Maxxing is Dying, but AI-Accelerated Velocity is Not

May 8 • Jacob Miller

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April 2026

Star Wars AI Cybersecurity Theory: Why the Future May Have Terrible Wi-Fi

And practical advice to deal with increasingly powerful attackers

Apr 27 • Jacob Miller

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AI Engineers Must Specialize in 2026

Realizing you don’t know everything is the gateway to a greater future

Apr 19 • Jeremy Mumford

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The Race to Scale Reason or Reaction

We’re now at the throwing Molotov cocktails stage of AI disruption.

Apr 13 • Jacob Miller

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March 2026

Most Organizations Have the Wrong Strengths for the AI Era

Velocity and execution are rare, even, or especially, in technology companies.

Mar 26 • Jacob Miller

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What is an AI Engineer?

Think like a data scientist, build like a software engineer

Mar 21 • Jeremy Mumford

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Book Announcement: Why a Few Teams Keep Shipping AI That Matters

Architected Intelligence is Now Available for Purchase

Mar 18 • Jacob Miller

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February 2026

The Near-Future of White-Collar Work

And Why Software Engineering is Ground Zero

Feb 25 • Jacob Miller

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December 2025

How to Win Friends and Influence Robots

Writing in the Slop Era

Dec 22, 2025 • Jacob Miller

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