The vector grounding problem

DC Mollo, R Millière - arXiv preprint arXiv:2304.01481, 2023 - arxiv.org
The remarkable performance of large language models (LLMs) on complex linguistic tasks
has sparked a lively debate on the nature of their capabilities. Unlike humans, these models …

[图书][B] The nature of physical computation

O Shagrir - 2022 - library.oapen.org
Computing systems are everywhere today. Even the brain is thought to be a sort of
computing system. But what does it mean to say that a given organ or system computes …

Examining the continuity between life and mind: Is there a continuity between autopoietic intentionality and representationality?

W Wiese, KJ Friston - Philosophies, 2021 - mdpi.com
A weak version of the life-mind continuity thesis entails that every living system also has a
basic mind (with a non-representational form of intentionality). The strong version entails that …

The formats of cognitive representation: A computational account

DC Mollo, A Vernazzani - Philosophy of Science, 2023 - cambridge.org
Cognitive representations are typically analyzed in terms of content, vehicle, and format.
Although current work on formats appeals to intuitions about external representations, such …

The role of the environment in computational explanations

J Harbecke, O Shagrir - European Journal for Philosophy of Science, 2019 - Springer
The mechanistic view of computation contends that computational explanations are
mechanistic explanations. Mechanists, however, disagree about the precise role that the …

Long-arm functional individuation of computation

N Fresco - Synthese, 2021 - Springer
A single physical process may often be described equally well as computing several
different mathematical functions—none of which is explanatorily privileged. How, then …

On two different kinds of computational indeterminacy

P Papayannopoulos, N Fresco, O Shagrir - The Monist, 2022 - academic.oup.com
It is often indeterminate what function a given computational system computes. This
phenomenon has been referred to as “computational indeterminacy” or “multiplicity of …

Efficient mechanisms

JI Fuentes - Philosophical Psychology, 2023 - Taylor & Francis
ABSTRACT A distinguishing feature of neural computation and information processing is
that it fits models that describe the most efficient strategies for performing different cognitive …

Against computational perspectivalism

DC Mollo - The British Journal for the Philosophy of Science, 2021 - journals.uchicago.edu
Computational perspectivalism has been recently proposed as an alternative to mainstream
accounts of physical computation, and especially to the teleologically-based mechanistic …

Why go for a computation-based approach to cognitive representation

D Coelho Mollo - Synthese, 2021 - Springer
An influential view in (philosophy of) cognitive science is that computation in cognitive
systems is semantic, conceptually depending on representation: to compute is to manipulate …