Science & Research

The New Wave
of A.I. is here.

Idea learning

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.

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