Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence

A preprint arguing for brain-inspired cognitive architectures as a route to general intelligence.

Preprint, 2025. Preprint, not peer reviewed.

Note

Argues that token prediction alone is an insufficient basis for general intelligence and sets out the cognitive architecture properties the authors consider necessary. It is a position paper and is labelled as one.

Reference

Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence
Preprint, 2025.
https://scholar.google.com/scholar?q=%22Thinking%20Beyond%20Tokens%3A%20From%20Brain-Inspired%20Intelligence%20to%20Cognitive%20Foundations%20for%20Artificial%20General%20Intelligence%22

The publisher record holds the author list.

Details

TypePreprint
AreasLarge language model applications, Responsible and generative AI

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