6 Key Principles
We have developed our approach to machine learning, which we call Idea Learning, with 6 key principles in mind.
Inspired by the writing of Pedro Domingos
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
Gamalon gets smarter faster by bringing together machine
learning with domain-specific human understanding.
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