AI and machine learning
5POINT applies advanced AI, machine learning, and statistical modelling to identify non-human patterns. A 5POINT protected tournament deters illegitimate players and reinforces competitive integrity.
5POINT
Backgammon integrity intelligence
5POINT uses machine learning and statistical analysis to protect online backgammon from computer-assisted play.
5POINT applies advanced AI, machine learning, and statistical modelling to identify non-human patterns. A 5POINT protected tournament deters illegitimate players and reinforces competitive integrity.
PR alone does not capture playing behaviour. We analyse:
Allegations of rule breaches are serious and sensitive. Our analysis provides evidence to incriminate the guilty and to exonerate the innocent.
We have pioneered a suite of tools and methods used to contain integrity issues in competitive online backgammon. For five years, we have worked with premier tournament directors to protect high-stakes play.
By looking at human errors from more than 15 million live match decisions, we trained models to recognise positions where even elite players tend to make mistakes. This lets us estimate the human error probability in any position and identify humanness over large decision sets.
PR is useful but not always sufficient. We track play statistics and style markers, then compare a player against both their own history and players of similar skill to produce a robust behavioural fingerprint.
Every 5POINT-reviewed game contributes to player histories. This compounds trust for legitimate competitors and highlights anomalies over time, strengthening the reputation of protected tournaments.
Each 5POINT protected game adds to the history and reputation of fairness in online backgammon. We are helping move the game into the modern era.
We work with leading organisers and operators. Trust, discretion, and integrity are central to every engagement.