# A need for a new computing paradigm

Bayesian probability theory is clearly the sought mathematical alternative to logic.

However, we want working solutions to incomplete and uncertain problems. Consequently, we require an alternative computing framework based on Bayesian probabilities.

To create such a complete computing Bayesian framework, we reqire a **new modeling methodology** to build probabilistic models, we require **new inference algorithms** to automate probabilistic calculus, we require **new programming languages** to implement these models on computers, and finally, we will eventually require **new hardware** to run these Bayesian programs efficiently.

The ultimate goal is a **Bayesian computer**. One of the two main purposes of our research group is to advance in this direction.