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Topic: causal reasoning

Seminar
2 seminars

In Cognition and Cognitive Psychology

Seminar · Cognition

The Limits of Causal Reasoning in Human and Machine Learning

Steven Sloman · Brown University

Wed, Dec 15, 2021 · 15:00 UTC

A key purpose of causal reasoning by individuals and by collectives is to enhance action, to give humans yet more control over their environment. As a result, causal reasoning serves as the infrastructure of both thought and discourse. Humans represent causal systems accurately in some ways, but also show some systematic biases (we tend to neglect causal pathways other than the one we are thinking about). Even when accurate, people’s understanding of causal systems tends to be superficial; we depend on our communities for most of our causal knowledge and reasoning. Nevertheless, we are better

Seminar · Cognition

Causal Reasoning: Its role in the architecture and development of the mind

Andreas Demetriou · University of Nicosia

Wed, Nov 24, 2021 · 15:00 UTC

The seminar will first outline the architecture of the human mind, specifying general and domain-specific mental processes. The place of causal reasoning and its relations with the other processes will be specified. Experimental, psychometric, developmental, and brain-based evidence will be summarized. The main message of the talk is that causal thought involves domain-specific core processes rooted in perception and served by special brain networks which capture interactions between objects. With development, causal reasoning is increasingly associated with a general abstraction system which