AI RESEARCH
A Survey on Foundation Models for Personalized Federated Intelligence
arXiv CS.CV
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ArXi:2505.06907v2 Announce Type: replace-cross The rise of large language models (LLMs), such as ChatGPT, Gemini, and Grok, has reshaped the AI landscape. As prominent instances of foundational models (FMs), they exhibit remarkable capabilities in generating human-like content, pushing the boundaries towards artificial general intelligence (AGI). However, their large-scale nature, privacy sensitivity, and substantial computational demands pose significant challenges for personalized customization for end users.