Gamalon gets smarter faster by bringing together machine
learning with domain-specific human understanding.
6 Key Principles
We have developed our approach to machine learning, which we call Idea Learning, with 6 key principles in mind.
Editable & Auditable AI; Human-machine interaction using ideas, not just labeling data
Neural / Connectionist; Deep learning finds patterns that people cannot find themselves.
The ability to learn rules/programs that humans can read and understand
System is self aware internally about where it is uncertain
Inspiration from evolutionary algorithms
Train and then recombine modules