Question 1

What does Theo do?

Accepted Answer

Theo helps you think clearly about things you're worried about or trying to decide. You journal what's on your mind — a health scare, a relationship concern, a big life decision — and Theo breaks it down using Bayesian reasoning, a mathematical framework for weighing evidence. It identifies competing explanations, asks clarifying questions, gathers evidence, and runs a statistical computation to show you how likely each outcome actually is.

Question 2

Why can't I just use ChatGPT or Claude?

Accepted Answer

General-purpose chatbots are powerful but have critical blind spots: they're susceptible to user biases and steering, and they don't run rigorous probabilistic modelling. Theo uses AI where it's strong (general knowledge, context, research) but the actual math is computed by a dedicated statistical engine. Theo implements robust mechanisms such as evidence grouping and confidence caps to ensure the analysis is as truth-seeking as possible.

Question 3

Is Theo 100% accurate?

Accepted Answer

No — and anything claiming to be should make you suspicious. Theo gives you calibrated probabilities based on the best available evidence, never guarantees. The methodology is rigorous, but the output is a well-reasoned starting point, not a prediction to follow blindly.

Question 4

What is Bayes' Theorem?

Accepted Answer

It's a 250+ year-old mathematical formula at the heart of Theo. You start with an initial estimate of how likely something is (your "prior"), then update it based on new evidence to get a revised estimate (your "posterior").

Question 5

Will Theo actually make me a better thinker?

Accepted Answer

That's the goal. Theo isn't just a tool you use once when you're stressed — it's designed to build habits over time. Every time you work through an analysis, you practice considering competing explanations, weighing evidence, and checking your gut against the math.

Question 6

Why bother training yourself to think rationally?

Accepted Answer

Because most of us are pretty bad at it by default. We cherry-pick evidence, ignore base rates, and let emotions steer us toward preferred conclusions. Rational thinking gives you a clearer picture of reality so you can make decisions you actually feel good about later.

How it works

Describe what's on your mind

Rigorous evidence gathering

Real math, not AI hand-waving

Frequently asked questions

Turn anxious thoughts into clear answers