Science & Research

The New Wave
of A.I. is here.

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

People

Editable & Auditable AI; Human-machine interaction using ideas, not just labeling data

Deep Learning

Neural / Connectionist; Deep learning finds patterns that people cannot find themselves.

Programs

The ability to learn rules/programs that humans can read and understand

Probabilistic

System is self aware internally about where it is uncertain

Populations

Inspiration from evolutionary algorithms

Compositional

Train and then recombine modules

Idea learning

Gamalon gets smarter faster by bringing together machine
learning with domain-specific human understanding.