klotz: emergence*

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  1. 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.

    2025-01-26 Tags: , , by klotz
  2. A new study suggests that the classical world we experience emerges naturally from quantum systems without requiring special conditions, as demonstrated through simulations and the many worlds theory:

    • Quantum mechanics reveals a separate realm of tiny particles where particles can exist in multiple states at once, unlike the classical world.
    • A new study suggests that the classical world naturally emerges from a wide range of quantum systems, supporting the many worlds interpretation of quantum mechanics.
    • The formation of a classical system from quantum events is a natural and unavoidable process, as demonstrated by computer simulations analyzing the evolution of various quantum systems.

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