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How can the principles of natural systems can help explain the unexpected abilities of Large Language Models (LLMs). Marin draws parallels between the emergence of complex behaviors in biological systems and the capabilities of LLMs. He suggests that, just as new types of language and language-games emerge in human communication, new types of language models and capabilities can arise in LLMs. Marin also mentions his recent research paper on the topic, which provides a comprehensive mathematical framework and experimental evidence for understanding emergent capabilities in LLMs.
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