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AI Research
arXiv CS.AI·Jun 12·5 min read
If LLMs Have Human-Like Attributes, Then So Does Age of Empires II
TL;DR
Research often attributes human-like qualities to large language models (LLMs), but this may be misleading. A simple neural network was built using the video game Age of Empires II to explore these attributes.
✦ Why It Matters
Engineers and researchers should critically evaluate assumptions about AI attributes and consider substrate effects in their experiments.
Key Takeaways
- Challenge assumptions about LLMs' human-like qualities.
- Use explicit measurement criteria for evaluating AI attributes.
- Consider the substrate's role in interpreting AI behavior.
- Explore the implications of non-uniqueness in AI systems.
How It Works
The study builds a neural network based on Age of Empires II, demonstrating that complex systems can exhibit behaviors similar to those attributed to LLMs. By analyzing the network's responses, the authors highlight that the interpretation of these behaviors is influenced by the underlying system, suggesting that anthropomorphic qualities are not exclusive to LLMs.