Human Inference chapter one — the premise
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I uncover hidden harmful beliefs and why they need to change before AI automates everything.

Narratives. Actions. Tools. For a future worth building.
She watches the city being puppeteered from above.

I uncover hidden harmful beliefs and why they need to change before AI automates everything.

Narratives. Actions. Tools. For a future worth building.
She works late in a tool built for someone else, screen glow against the night city.
The products
Built for 4%.
Not 96%.

AI built inside the Silicon Valley bubble, not for the 96% who work outside it.

A boardroom with a quarterly chart on the glass wall; a new idea goes unheard at the far end of the table.
The companies
Incentives from the past.

Inherited incentives quietly strangle the innovation and talent they say they want.

A stone institutional wall with rules carved into it, and one small door nobody opens.
The institutions
Necessary evils nobody questions.

Harmful beliefs become rules. AI amplifies whatever system it lands in.

She stands at a ridge with the sun low, the valley stretching ahead.
Why it matters

Our beliefs shape our decisions, the policies we create, and the kind of world we live in.

If we do not examine the hidden assumptions driving them, AI only accelerates us on the path we are already on.

Icon of a climbing bar chart representing greater wealth inequality.
Icon of a cracked ballot box representing weaker democracy.
Icon of a capitol building caught in a net representing deeper regulatory capture.
Icon of a broken ladder representing less social mobility.
Icon of a splitting circle representing greater divides.

The future isn’t something that happens to us. It’s something we build.

Why it matters

Our beliefs shape our decisions, the policies we create, and the kind of world we live in.

If we do not examine the hidden assumptions driving them, AI only accelerates us on the path we are already on.

Icon of a climbing bar chart representing greater wealth inequality.
Icon of a cracked ballot box representing weaker democracy.
Icon of a capitol building caught in a net representing deeper regulatory capture.
Icon of a broken ladder representing less social mobility.
Icon of a splitting circle representing greater divides.

The future isn’t something that happens to us. It’s something we build.

The practice
An open book, a map, and a magnifying glass.
Narratives

Find the harmful stories. Trace their origins. Test what they claim — and who they serve.

A path leading from the past into the future.
Actions

Learn from the past. Apply its lessons today. Build for the future.

A toolbox, gears, and a rising chart.
Tools

Make effective action easier. Streamline what works. Scale it to more people.

3 doors. One practice.
A blue door open onto a reading room with lamplight on the shelves.
A closed blue door with ivy on stone.
Narratives

Challenging assumptions and defining effective change.

Read essays →
A green door open onto a workbench with maps and a laptop mid-build.
A closed green door with ivy on stone.
Actions

Open questions on coalitions, power, and what actually moves a system.

Follow the thinking →
A warm-toned door open onto a table where the work gets shared.
A closed warm orange door with ivy on stone.
Tools

Making change easier, so more people participate.

Build with me →
A blue door open onto a reading room with lamplight on the shelves.
A closed blue door with ivy on stone.
Narratives

Challenging assumptions and defining effective change.

Read essays →
A green door open onto a workbench with maps and a laptop mid-build.
A closed green door with ivy on stone.
Actions

Open questions on coalitions, power, and what actually moves a system.

Follow the thinking →
A warm-toned door open onto a table where the work gets shared.
A closed warm orange door with ivy on stone.
Tools

Making change easier, so more people participate.

Build with me →
Subscribe on Substack →
explore actions →
Human Inference · Muxin Li © 2026 Grey Bird LLC. All Rights Reserved.