The Scaling Approach to Developing 'True' Artificial Intelligence Is Fundamentally Flawed

Artificial intelligence ("AI") systems that scale data combined with pattern recognition algorithms, no matter how expansive or sophisticated, will never achieve independent intelligence until they can autonomously value information and then selectively retain and recall it because these capabilities are prerequisites for any system to be able to learn on its own.

Publication Details

Journal
OSF Preprints (OSF Preprints)
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/a6uce
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

The Scaling Approach to Developing 'True' Artificial Intelligence Is Fundamentally Flawed

OSF Preprints (OSF Preprints)
Artificial Intelligence Applications
article

The Scaling Approach to Developing 'True' Artificial Intelligence Is Fundamentally Flawed

article en

Abstract

Artificial intelligence ("AI") systems that scale data combined with pattern recognition algorithms, no matter how expansive or sophisticated, will never achieve independent intelligence until they can autonomously value information and then selectively retain and recall it because these capabilities are prerequisites for any system to be able to learn on its own.

OSF Preprints (OSF Preprints)
Openalex Percentile: Top 78%
Artificial Intelligence Applications
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The Scaling Approach to Developing 'True' Artificial Intelligence Is Fundamentally Flawed · OSF Preprints (OSF Preprints) (2025) | TGRS Research Map | TGRS