Jackson Analytics
The story

The Bet Train

How one person and an AI built a football prediction system in public - every test, every failure, every fix. A new chapter every Monday.

Chapter 5 · 9-10 August 2026
Fitted to a Bug

A bad weekend leads to the discovery that Alix has been faithfully learning from a broken formula - and to the rule the whole project runs on: the machine reports, a human decides.

Chapter 4 · 24 July - 8 August 2026
One Good Week

Form tops the first weekly leaderboard and is retired eleven days later, the low-confidence picks are thrown out on the evidence, and the app goes down.

Chapter 3 · 11-23 July 2026
All Aboard

The Bet Train is born as a staking challenge to £100,000, the big version lasts about half an hour, invented odds are thrown out, and the models get a scoreboard.

Chapter 2 · 5-10 July 2026
The Power Points

Andrew builds his own power rankings, moves the build out of a chat window - and within days the rankings are climbing while nobody plays.

Chapter 1 · 24-27 June 2026
Initial Commit

A World Cup is on, the free data plan allows 100 requests a day, and the first version is built through a chat window in four days - most of them spent fixing it.

Chapter 0 · 13 September 2026
Every Loss Stays

One person, an AI partner, a lot of football data - and a simple question: can a prediction system survive being measured in public?