The AI Directive

The AI Directive

Practical AI intelligence for business leaders. No hype. No filler. Just what works

The context tax: the AI use case hiding in plain sight

Oct 21, 2026

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3 min read

The context tax: the AI use case hiding in plain sight

AI can create value by assembling the evidence, chronology and uncertainty people need before they apply judgement.

Toby Smith-Firth
Toby Smith-Firth
How to make AI-assisted work trustworthy.

Oct 13, 2026

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4 min read

How to make AI-assisted work trustworthy.

AI can do a great deal of the production. The human still has to provide the context, challenge the thinking and own the conclusion.

Toby Smith-Firth
Toby Smith-Firth
AI should sharpen your thinking, not replace it.

Oct 6, 2026

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3 min read

AI should sharpen your thinking, not replace it.

Style is the final layer. Authorship comes from the experience, direction and repeated decisions that shape the work before it is polished.

Toby Smith-Firth
Toby Smith-Firth
Your presentation looks AI-generated. Does that matter?

Sep 29, 2026

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3 min read

Your presentation looks AI-generated. Does that matter?

Removing the visual signs of AI will not restore credibility if nobody has taken ownership of the argument.

Toby Smith-Firth
Toby Smith-Firth
AI will change the work. Prepare your people to deliver the strategy.

Sep 22, 2026

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4 min read

AI will change the work. Prepare your people to deliver the strategy.

The strategy should define why the work changes. Leaders then need to help people develop the skills, judgement and confidence to make that change work.

Toby Smith-Firth
Toby Smith-Firth
You cannot outsource experience to AI

Sep 15, 2026

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3 min read

You cannot outsource experience to AI

The human role is changing from production towards verification, integration and stewardship—but experience still matters.

Toby Smith-Firth
Toby Smith-Firth
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