Writing Closer to Thought Than Code

Writing captures human intent better than code for AI projects.

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Writing Closer to Thought Than Code

Writing captures human intent better than code for AI projects.

In brief

Writing captures human intent better than code for AI projects. Articulating what you want in writing creates a clearer foundation for AI projects than code alone. Originally reported by Danielmiessler.

Writing vs Code

Writing vs Code

Writing captures human thought better than code for AI projects.

Matt Pocock's View

Three framed plates in a row, each separated by a dashed line. Plate one, the source: a head with a glowing purple crystal in its mind, labeled 1 idea, human th

Matt Pocock believes code is the source of truth for development projects.

The Core Argument

The idea as a light source: a beam leaves the purple crystal in a head and passes through two panes. After the first pane it lands on a handwritten page as a fa

Articulating what you want in writing is more important than code for AI projects.

Writer's Blindness

Two archery targets: writing's arrows all land close around the bullseye, each in a different spot; code's arrows land in one tight group out in the outermost r

Writer's blindness is when you think you capture your brain's content perfectly but don't.

Code as Representation

Diagram of an Ideal State Artifact: Ideal State, Constraints, Decisions, and Ideal State Criteria with an eval ladder from assert to LLM as a judge, feeding bot

Code is an execution, not the source of truth, like a painting is an abstraction of what the painter wanted.

Accuracy vs Precision

The family meal planner ISA rendered as a page: the ideal state as one sentence and three summary bullets, two constraints (no peanuts, weeknights 40 minutes or

Accuracy beats precision when building with AI: shots around the bullseye matter more than tight clusters.

Ideal State Artifact

The owl ISA rendered as a page: a great horned owl on a dead branch at dusk, looking straight at you, and four open criteria (ear tufts and yellow forward eyes,

The Ideal State Artifact (ISA) is a document capturing what you want to build in writing.

ISA Components

The studio booking ISA rendered as a page: a regular books Thursday's class from her phone in ten seconds, one constraint (the room holds 12), and four criteria

The ISA includes the ideal state, constraints, decisions, and ideal state criteria.

Owl Example

The kitchen remodel ISA rendered as a page: Sunday morning, two people cooking, friends at the counter, nobody's back to anybody; one constraint (the window ove

The owl example shows how writing clarifies the target before implementation.

Studio Booking

A stepped stone cross-section with three terraces split by dashed lines. On the highest terrace, a head with a glowing crystal: 1 idea, the source. One step dow

The studio booking example shows how writing prevents implementation errors.

Kitchen Remodel

The kitchen remodel example shows how writing clarifies the target before construction.

Two Loops

The ISA creates two loops: intent and writing shape each other, and implementation checks against writing.

Why This Matters

As AI gets smarter, writing becomes even more critical for capturing human intent.

Matt's Position

Matt Pocock argues code is the source of truth for development projects.

The Bitter Lesson

The smarter AI gets, the more it will do exactly what we want without errors.

The Solution

Using writing to articulate intent creates a clearer foundation for AI projects than code.

The short version

Articulating what you want in writing creates a clearer foundation for AI projects than code alone.

Read the original on Danielmiessler

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