Building Intelligent Systems: A Guide to Machine Learning Engineering

©  Geoff Hulten 2018

Geoff HultenBuilding Intelligent Systemshttps://doi.org/10.1007/978-1-4842-3432-7_18

18. The Intelligence Creation Process

Geoff Hulten¹ 

(1)

Lynnwood, Washington, USA

 

Intelligence creation is the act of producing the programs, lookup tables, and models that map contexts to predictions. An effective intelligence-creation process will do all of the following:

• Produce intelligence that is accurate enough to achieve the system’s objectives. The meaning of “accurate enough” will vary from system to system. For example, if the intelligent experience is extremely forceful (automating actions that are hard to undo), the intelligence will need to be extremely accurate. On the other hand, if the experience is passive, a less accurate ...