Comment on Is Complexity an Illusion?
Fuente:
arXiv
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866916479823249408 |
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| author | Simmons, Gabriel |
| author_facet | Simmons, Gabriel |
| contents | The paper "Is Complexity an Illusion?" (Bennett, 2024) provides a formalism for complexity, learning, inference, and generalization, and introduces a formal definition for a "policy". This reply shows that correct policies do not exist for a simple task of supervised multi-class classification, via mathematical proof and exhaustive search. Implications of this result are discussed, as well as possible responses and amendments to the theory. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2411_08897 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Comment on Is Complexity an Illusion? Simmons, Gabriel Artificial Intelligence The paper "Is Complexity an Illusion?" (Bennett, 2024) provides a formalism for complexity, learning, inference, and generalization, and introduces a formal definition for a "policy". This reply shows that correct policies do not exist for a simple task of supervised multi-class classification, via mathematical proof and exhaustive search. Implications of this result are discussed, as well as possible responses and amendments to the theory. |
| title | Comment on Is Complexity an Illusion? |
| topic | Artificial Intelligence |
| url | https://arxiv.org/abs/2411.08897 |