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10%Directionyou
80%ExecutionAI
10%Judgementyou
THE METHOD

Split every deliverable 10 / 80 / 10.

The human bookends are small — but they're where all the leverage lives.

10
You set direction
Goal, audience, constraints, examples of great — a brief you'd give a senior hire.
80
AI executes
Whole drafts, whole campaigns, whole decks — not fragments you stitch together.
10
You judge
Taste, truth, and stakes. You sign it before it ships.
A brief history

Proven infrastructure, not a new experiment.

0
Founded
0
Microsoft acquired it,
2018
0
People use it today
THE WAKE-UP CALL
180 DAYS
<2 DAYS
TIME FOR THE AI INDUSTRY TO ADD $1B IN CUMULATIVE REVENUE — 2023 VS. TODAY
THE COMPOUND EFFECT

Less time per piece. More pieces shipped.

2
PUBLISHED PER WEEK — BEFORE
5
PUBLISHED PER WEEK — NOW
The operating ratio

How the work splits.

0
You set direction
0
AI executes
0
You judge
THE MIDDLE 80

Let AI carry 80% of the lift.

0
OF THE EXECUTION
WHAT CHANGES

The Same Work, In A Fraction.

8 hrs
SALES PAGE · OLD
45 min
SALES PAGE · NOW
6 hrs
EMAIL SEQ · OLD
35 min
EMAIL SEQ · NOW
05 · MOVE UP THE STACK

Adopt deep apps, not raw models.

01 · SKIP
No custom wrappers
Don't burn resources wrapping raw APIs. Last year's frontier is this year's cheap open weights.
02 · ADOPT
Vertical apps
Tools that integrate deeply into your existing workflows, not another thin layer.
03 · DEFEND
Own your moat
Proprietary domain data and workflow lock-in are what competitors can't copy.
SHIFT 01 · TOKEN VOLUMES / YEAR
0

Token volumes are growing 14x a year — propelled by agentic workloads that "think" in tokens.

"
I pushed one update at nine. By the time the team logged on, every cold-email skill had already updated — no message, no version confusion.
— Marketing with AI
THE PLAYBOOK

Run one deliverable through it this week.

01
Brief it
Goal, audience, constraints, and one example of "great."
02
Let it run
Ask for the whole deliverable — never fragments.
03
Judge it
Apply taste, check the claims, weigh the stakes.
04
Ship it
Your name goes on it — so make it yours.
THE PRINCIPLE

The first 10% is leverage. The last 10% is your reputation.

NEXT STEP

Direct more. Type less.

Pick one deliverable this week, split it 10/80/10, and see what comes back.

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ROBERT GILLESPIE · MARKETING WITH AI

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