Our products are used to:
_reduce the uncertainty of Machine Learning models,
_prioritize enterprise data efforts,
_support experts in the ML loop,
_improve the quality of ML models, especially in multi-class settings with complex ontologies,
_reduce data footprint and compactify ML models so as to be used by the Internet of Things applications,
_improve gaming experience via more challenging and realistic AI in games,
_create intelligent advisory systems from pre-compiled building blocks.
Knowledge Pit is the only platform in Poland for organizing contests in the field of data science. It currently has around 2000 registered participants from all over the world and one of the most popular competitions has received over 150 entries.
The Knowledge Pit platform provides its users with a unique possibility to analyze in detail results and algorithms in order to find out about their behavior, strengths and shortfalls. Integration with the BrightBox tool set provided by QED Software makes it possible to take advantage of the techniques belonging to the domain of eXplainable Artificial Intelligence (XAI).
With XAI tools from the BrightBox arsenal, once the challenge concludes and the complete data is released, the participant can perform:
For the challenge organizers and challenge providers and owners the integration of BrightBox eXplainable Artificial Intelligence (XAI) tool set presents numerous opportunities. With XAI methods applied to AI/ML models submitted as solutions to the challenge it is possible to: