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The Imminent Risk of AI Data Dead Loops: Model Collapse and Content

Year: 2025

Type: article

Abstract: With the proliferation of generative artificial intelligence (AI), especially large language models (LLMs), a new systemic risk emerges training models on data they or their predecessors have generated. This recursive learning loop, commonly known as

Source: International Journal of Science and Research (IJSR)

DOI: 10.21275/sr25629232330

Author: Kalyanasundharam Ramachandran

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W4412036808

FWCI:

Cites: 2

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Related to: 10