The Linda problem

A woman called Linda is 31.

Single.

Very smart.

At university, she studied philosophy and was deeply concerned with social justice.

Question:

Which is more likely?

A) Linda is a bank cashier.

B) Linda is a bank cashier and active in the feminist movement.

Most people choose B.

It feels right.

It has a story.

It sounds like Linda.

Small problem.

It is mathematically wrong.

B cannot be more likely than A, because B is included inside A.

A bank teller who is also a feminist is still a bank teller.

This is called the conjunction fallacy.

Our brains prefer a coherent story to a boring probability.

Which explains a lot of meetings.

Legal sees this every week.

“This vendor is a famous AI company, so their contract must be fine.”

“This is just an internal pilot, so privacy risk should be low.”

“This tool is already used by another business unit, so procurement must have checked it.”

“This is only metadata, so it cannot be sensitive.”

Lovely stories.

Dangerous shortcuts.

The best in-house lawyers know when a story sounds too complete.

They slow down just enough to ask:

What exactly is being processed?

Who can access it?

Where does the data go?

What is the model allowed to learn?

What happens if this pilot becomes production?

That is not being difficult.

That is protecting the company from a confident narrative with missing maths.

At Ámbar, we help legal teams in exactly these moments.

Senior fractional counsel for privacy and technology contracts, when AI tools, SaaS vendors, data flows and security terms are moving faster than the internal team can comfortably absorb.

So Legal can stay close to innovation without becoming the person who says “no” to everything with a Wi-Fi signal.

Because the problem is rarely that the business has no story.

The problem is that the story sounds too good too early.

Click here if you want to know how we do this.

Stay cool,

Dr. No