Evidence, computation and AI : why evidence is not just in the head

Darrell P. ROWBOTTOM; André CURTIS-TRUDEL; William PEDEN

doi:10.1007/s44204-023-00061-7

Evidence, computation and AI : why evidence is not just in the head

Darrell P. ROWBOTTOM^*, André CURTIS-TRUDEL, William PEDEN

^*Corresponding author for this work

Department of Philosophy

Research output: Journal Publications › Journal Article (refereed) › peer-review

1 Citation (Scopus)

Abstract

Can scientific evidence outstretch what scientists have mentally entertained, or could ever entertain? This article focuses on the plausibility and consequences of an affirmative answer in a special case. Specifically, it discusses how we may treat automated scientific data-gathering systems - especially AI systems used to make predictions or to generate novel theories - from the point of view of confirmation theory. It uses AlphaFold2 as a case study.

Original language	English
Article number	11
Number of pages	17
Journal	Asian Journal of Philosophy
Volume	2
Issue number	1
Early online date	4 Apr 2023
DOIs	https://doi.org/10.1007/s44204-023-00061-7
Publication status	Published - Jun 2023

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive licence to Springer Nature B.V.

Funding

The work described in this paper was fully supported by a Senior Research Fellowship award from the Research Grants Council of the Hong Kong SAR, China (‘Philosophy of Contemporary and Future Science’, Project no. SRFS2122-3H01).

Keywords

AlphaFold2
Artificial intelligence
Confirmation
Deep neural networks
Evidence
Machine learning

Access to Document

10.1007/s44204-023-00061-7

Cite this

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title = "Evidence, computation and AI : why evidence is not just in the head",

abstract = "Can scientific evidence outstretch what scientists have mentally entertained, or could ever entertain? This article focuses on the plausibility and consequences of an affirmative answer in a special case. Specifically, it discusses how we may treat automated scientific data-gathering systems - especially AI systems used to make predictions or to generate novel theories - from the point of view of confirmation theory. It uses AlphaFold2 as a case study.",

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KW - Confirmation

KW - Deep neural networks

KW - Evidence

KW - Machine learning

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Evidence, computation and AI : why evidence is not just in the head

Abstract

Bibliographical note

Funding

Keywords

Access to Document

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Fingerprint

Philosophy of Contemporary and Future Science

Cite this

Evidence, computation and AI : why evidence is not just in the head

Abstract

Bibliographical note

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Projects

Philosophy of Contemporary and Future Science

Cite this