AI. Identity. The human life.

More than
a prediction.

What happens when a machine remembers
your life—and you keep changing?

Explore the project
An independent project by Leigh-Ann RussellThe story begins here

To be understood.
And free to change.

A machine can collect the details of a life: our words, decisions, habits and hopes. But those details are always an incomplete picture.

Unpredicted explores a different ambition for personal AI: understanding that can be questioned, corrected and changed by the person it describes.

It began with one person’s experiment. It is growing into a book, research and a series of conversations.

An idea to explore

Understanding has
to keep moving.

A memory becomes an interpretation.
A correction should change it.

An illustrative interaction.
A concept for the planned personal AI prototype.

Something you said

“I do my best thinking alone.”

A useful memory. One moment, in one context.

A record of your words
01 — 03

02 / The research

Being known
is an open question.

The research ambition is to make a machine’s understanding of a person visible, revisable and accountable to them.

01Memory with context

Something you said a year ago may still matter. It may also have changed. How should a system distinguish a lasting preference from a passing feeling?

The question: what should it remember, and when should it ask again?

02Understanding with evidence

An interpretation can sound convincing and still be wrong. A personal AI should be able to show what it is drawing on, where it is uncertain, and what might contradict its view.

The question: can you see—and challenge—how it arrived at its understanding?

03Agency through correction

A person needs the power to say “that isn’t me”, to change their mind, and to ask for something to be forgotten. Those choices should change how the system responds.

The question: does correcting the model improve what happens next?

Planned next step

A ten-person prototype to test whether a changing understanding can lead to more useful responses.

Small enough to listen closely.

03 / The book

The life behind
the data.

A human life, remembered by a machine.

A book taking shape from my own experiment with AI: the useful observations, the confident misunderstandings, and the experience of seeing a version of yourself reflected back.

What does it mean to feel understood? What happens when the interpretation is wrong? And how do you keep authorship of your own life?

Manuscript in development.

04 / The conversations

Twenty-seven
conversations.
Room for surprise.

A planned series exploring memory, identity and human agency in the age of AI. Bringing lived experience into the same conversation as technology.

Series in development
UNPREDICTEDConversations

A conversation begins here

When did you last
surprise yourself?

01 / 03

Three questions shaping the series. Take your time.

From the experiment

N = 1

The stale dog biscuit problem.

My AI found a story about grief in an old dog biscuit.
There was one problem. Missy was downstairs.

05 / Behind the project

An engineer’s curiosity.
A very human experiment.

I’m Leigh-Ann Russell. I began using AI as a journal. Over time, it became a place for reflections, decisions and the details of everyday life.

The more it remembered, the more revealing its misunderstandings became. Unpredicted grows from that experience—and a question I haven’t finished asking:

What would it mean for a machine to know a human without trapping them inside what it knows?
Leigh-Ann Russell
UNPREDICTED

A field note from the original experiment

The stale dog
biscuit problem.

What living with an AI memory is teaching me about being understood.

I wrote a few sentences about finding an old dog biscuit in my coat pocket. I mentioned that Missy wouldn’t mind that it had gone stale.

My AI, drawing on more than a year of conversations about my life, offered a beautiful interpretation. The biscuit represented absence, memory and grief: the objects we keep when someone is gone.

There was one problem.

Missy was downstairs.

Very much alive. And almost certainly willing to eat the stale biscuit.

It was funny. It also exposed something more serious. Having more context had allowed the AI to construct a more elaborate misunderstanding.

I had started with a journal. Then came work reflections, goals, decisions, books and the ordinary details of a life. Over time, the question changed from what AI could remember to what it actually understood.

A convincing interpretation is still an interpretation.

That is where Unpredicted begins: with the possibility of being understood, and the need to keep questioning the picture a machine builds of us.

We should be able to see what it thinks it knows, correct what it gets wrong, and keep changing.

Leigh-Ann RussellFrom the personal experiment
UNPREDICTED

A note on this website

Privacy.

This edition has no email sign-up, analytics or advertising trackers added by Unpredicted. Its interactive examples run in your browser and do not request or store personal information.

The personal AI interaction is an illustrative concept, not a live service. The research, book and conversation series are in development.

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