Pandaemonium Architecture 6.0

In this course

Pylyshyn is a cognitive scientist known for theorizing computational levels of analysis in mind and cognition, work foundational to understanding how representation and algorithms structure thought. The course readings invoke his tripartite framework—shared with Marr and Dennett—as a way to organize levels of abstraction (LoA) across computational systems, allowing theorists to avoid metaphysical confusion by rigorously distinguishing the representational, algorithmic, and implementational dimensions of cognitive architecture. His approach is central to how the seminar thinks through the relationship between abstract information processing and its physical instantiation in both biological and artificial systems.

Mentioned in 1 reading

Luciano Floridi

The Method of Levels of Abstraction

4

Second, the method is anti-metaphysical, again in a Kantian sense. Metaphysics is—when used as a negative label—what is done by sloppy reasoning when it pretends to develop a theory without taking into consideration, at least implicitly, th…(2) the algorithmic level. This is a description of “the choice of representation for the input and output and the algorithm to be used to transform one into the other” (pp. 24–25); (3) the implementational level. This is a description of …The tripartite approaches of Marr, Pylyshyn and Dennett share three important features. First, they are each readily formalised in terms of GoAs with three LoAs. Second, they do not distinguish between LoO, LoE and LoA; and this because (th…

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