Universality Hypothesis

Created

Created

2024 Apr 6 13:13

Editor

Editor

Creator

Creator

Edited

Edited

2025 May 10 16:40

Refs

Refs

Natural Abstraction Hypothesis

SAE Transferability

Different models learn similar features and circuits

https://transformer-circuits.pub/2023/monosemantic-features#phenomenology-universality

Universality Hypothesis Approches

Universality Types

Embedding Universality

Convergent learning (2016)

https://arxiv.org/pdf/1511.07543.pdf

A Toy Model of Universality (2023)

https://arxiv.org/pdf/2302.03025.pdf

Computational Neuroscience

https://arxiv.org/pdf/2211.12935

https://arxiv.org/pdf/2210.06756

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