# 01. Problem Clarity

> A clearly stated problem is already partly solved.

*Often described as Kidlin's Law.*

Writing a problem clearly forces assumptions, constraints, people, and outcomes into view before a solution takes over the conversation.

**URL:** https://aigarage.in/how-we-think/problem-clarity

## What it means

Most difficult problems arrive as symptoms: too many manual steps, inconsistent output, slow decisions, or a vague sense that AI should help. A useful problem statement converts that discomfort into something observable.

Clarity does not produce the complete answer. It removes several wrong answers. Once the affected person, current behaviour, constraint, and desired change are explicit, the solution space becomes smaller and more useful.

## Why it matters

- **AI amplifies the brief:** A vague prompt or product brief produces polished ambiguity. Clear inputs give people and models a shared target.
- **Tools stop leading:** Teams can evaluate automation, agents, or a simple process change against the problem instead of choosing technology first.
- **Success becomes testable:** A specific problem statement makes it possible to define what better looks like before anything is built.

## Questions to ask

- Who experiences the problem, and during which exact moment or workflow?
- What happens today, and what evidence shows that it is a problem?
- What should change if the problem is solved - and what must remain unchanged?

## In practice: Replace the solution sentence

Instead of “we need an AI support bot,” write: “Support leads spend two hours each day answering repeat order-status questions because customers cannot see reliable updates.” The second sentence gives a team several solutions to test - and a way to judge them.

## Use it when

- Starting discovery
- Writing a product brief
- Choosing what to automate

## Related

- [AI Builder Fellowship](https://aigarage.in/fellowship/ai-builder-fellowship): Research a real problem before shaping and shipping an MVP.
- [AI Use-Case Discovery](https://aigarage.in/#quick-wins): Turn an unclear opportunity into a practical build direction.

## Attribution

The wording is commonly circulated as “Kidlin's Law,” although its precise origin is uncertain. We use it as a practical problem-framing heuristic, not a scientific law.