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Related Questions
- Can over-specialization in LLMs lead to a lack of transfer learning across domains?
- How might the 'narrow expertise' problem in LLMs impact their ability to handle multimodal inputs?
- What are some potential consequences of LLMs being trained on a narrow range of tasks and data formats?
- Can you explain how over-specialization in LLMs might limit their ability to adapt to new tasks with varying input and output modalities?
- In what ways might LLMs struggle to generalize to tasks that require processing and integrating multiple types of data?
- How could the 'curse of dimensionality' affect LLMs' ability to generalize to new tasks with high-dimensional input spaces?
- Can you discuss the trade-offs between specialization and generalization in LLMs, particularly in the context of multimodal tasks?
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