‘…as models become more specialised and complex, they turn out to be increasingly opaque and harder to interpret.’
Verification can depend on knowing the factors that went into a decision. It’s critical in many fields, including medical research and journalism. The need to know is creating a growth industry.
The field is known as explainable AI. It’s commonly abbreviated to XAI. VENTURE RADAR outlines six companies active in the XAI space.