General intelligence is based on the prediction capability of an agent.
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Scholarly literature explicitly argues that general intelligence can be approximated and understood through context-dependent predictive abilities combined with contextual abstraction.
## Intelligence as Accurate Prediction
Trond A. Tjøstheim 1 & Andreas Stephens 1
Accepted: 7 March 2021 / # The Author(s) 2021
Abstract
This paper argues that intelligence can be approximated by the ability to produce
accurate predictions. It is further argued that general intelligence can be approximated
by context dependent predictive abilities combined with the ability to use working
memory to abstract away contextual information. The flexibility associated with
general intelligence can be understood as the ability to use selective attention to focus
on specific aspects of sensory impressions to identify patterns, which can then be used
to predict events in novel situations and environments. The argumentation synthesizes
Godfrey-Smith’s environmental complexity theory, adding the notion of niche broad
ness as well as changes concerning the view of cognition and control, and Hohwy’s
predictive mind theory, making explicit the significance of accuracy as a composite of
trueness and precision where the nervous system acts as a distributed controller
motivating actions that keep the body in homeostasis.
Keywords Intelligence . General intelligence . Prediction . Pre