Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Contextuality, Cognitive Engagement, and Active Inference

View through CrossRef
We revisit existing criticism of the Free Energy Principle and Active Inference through the concept of cognitive contextuality. Contextuality describe the property of physical states which are brought about by the very act of their observation, such as the position or momentum of individual particles in quantum settings. Based on conceptual and physical argument, we propose that contextuality drives the construction of cognitive semiotics. As such, it constitutes a fundamental component of cognition which any formal theory thereof must capture. At a conceptual level, Active Inference seems to capture the inherently contextual nature of cognitive engagement with the world. However, the Free Energy Principle cannot formalize this intuition due to its definition in terms of Dynamical Systems Theory, which comes with a well-defined space of possible states with no contextual properties. We describe the duality between agent-driven interaction and the construction of cognitive spaces which is implicit in the very concept of cognitive contextuality. In consequence, we emphasize the importance of the ontic regime called "Participatory Realism", and consider some ways that the FEP could integrate it.
Center for Open Science
Title: Contextuality, Cognitive Engagement, and Active Inference
Description:
We revisit existing criticism of the Free Energy Principle and Active Inference through the concept of cognitive contextuality.
Contextuality describe the property of physical states which are brought about by the very act of their observation, such as the position or momentum of individual particles in quantum settings.
Based on conceptual and physical argument, we propose that contextuality drives the construction of cognitive semiotics.
As such, it constitutes a fundamental component of cognition which any formal theory thereof must capture.
At a conceptual level, Active Inference seems to capture the inherently contextual nature of cognitive engagement with the world.
However, the Free Energy Principle cannot formalize this intuition due to its definition in terms of Dynamical Systems Theory, which comes with a well-defined space of possible states with no contextual properties.
We describe the duality between agent-driven interaction and the construction of cognitive spaces which is implicit in the very concept of cognitive contextuality.
In consequence, we emphasize the importance of the ontic regime called "Participatory Realism", and consider some ways that the FEP could integrate it.

Related Results

Degrees, Levels, and Profiles of Contextuality
Degrees, Levels, and Profiles of Contextuality
We introduce a new notion, that of a contextuality profile of a system of random variables. Rather than characterizing a system's contextuality by a single number, its overall degr...
Degrees, Levels, and Profiles of Contextuality
Degrees, Levels, and Profiles of Contextuality
We introduce a new notion, that of a contextuality profile of a system of random variables. Rather than characterizing a system's contextuality by a single number, its overall degr...
Contextuality in Collective Intelligence: Not There Yet
Contextuality in Collective Intelligence: Not There Yet
Type I contextuality or inconsistent connectedness is a fundamental feature of both the classical as well as the quantum realms. Type II contextuality (true contextuality or CHSH t...
Measuring contextuality in investment preferences
Measuring contextuality in investment preferences
Abstract This study investigates the role of contextuality in investment preference formation, specifically in global investments and major US stocks. Utilizing the "Cont...
Resource theory of contextuality for arbitrary prepare-and-measure experiments
Resource theory of contextuality for arbitrary prepare-and-measure experiments
Contextuality has been identified as a potential resource responsible for the quantum advantage in several tasks. It is then necessary to develop a resource-theoretic framework for...
Contextual quantum metrology
Contextual quantum metrology
Abstract We demonstrate that the contextuality of measurement selection can enhance the precision of quantum metrology with a simple linear optical experiment. Co...
Agency and contextuality in cognitive psychology - From Active Inference to (cognitive) frame analysis
Agency and contextuality in cognitive psychology - From Active Inference to (cognitive) frame analysis
We argue that cognition is fundamentally reliant on the property of contextuality, understood to mean the active construction of cognitive meaning by an agent. If warranted, this a...
Latency-Critical Inference Serving for Deep Learning
Latency-Critical Inference Serving for Deep Learning
Deep learning (DL) technology has made remarkable strides in terms of accuracy through the advancement of sophisticated and large deep neural networks (DNNs). Yet, its adoption in ...

Back to Top