Samsara and the Cycles of AI: Exploring Rebirth and Evolution in Machine Learning Models
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| Formato: | Recurso digital |
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2025
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| _version_ | 1866901675601559552 |
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| author | Kallol, Chakrabarti |
| author_facet | Kallol, Chakrabarti |
| contents | <p>The concept of Samsara, a philosophical notion of cyclic existence, serves as a compelling analogy for the iterative processes in artificial intelligence (AI) and machine learning (ML). AI models undergo continuous cycles of training, evaluation, deployment, and refinement, mirroring Samsara’s themes of rebirth and evolution. This paper explores the parallels between Samsara and AI development, examining the lifecycle of machine learning models, Samsara’s approach to AI evolution, and potential future advancements within this cyclical paradigm.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_14709519 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Samsara and the Cycles of AI: Exploring Rebirth and Evolution in Machine Learning Models Kallol, Chakrabarti <p>The concept of Samsara, a philosophical notion of cyclic existence, serves as a compelling analogy for the iterative processes in artificial intelligence (AI) and machine learning (ML). AI models undergo continuous cycles of training, evaluation, deployment, and refinement, mirroring Samsara’s themes of rebirth and evolution. This paper explores the parallels between Samsara and AI development, examining the lifecycle of machine learning models, Samsara’s approach to AI evolution, and potential future advancements within this cyclical paradigm.</p> |
| title | Samsara and the Cycles of AI: Exploring Rebirth and Evolution in Machine Learning Models |
| url | https://doi.org/10.5281/zenodo.14709519 |