Microsoft Researcher Creates Goat-Powered AI in Age of Empires 2 to Demonstrate Key Limitation
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| Source: Mastodon | Original article
Microsoft researcher creates goat-powered neural network in Age of Empires 2. It highlights limitations of large language models.
Microsoft researcher Tarun Chitra has built a functional neural network using goats in the Age of Empires II map editor. This unconventional project critiques the state of AI science by highlighting the assumption that large language models behave like humans simply because they were trained with natural language. Chitra's analysis of 315 papers found that over half already assume language models have human-like traits before experimentation begins.
This project matters because it challenges the common approach to AI research, where models are often expected to mimic human behavior without sufficient scrutiny. By replacing traditional computing elements with goats, bridges, and ice ramps, Chitra demonstrates the absurd lengths required to run modern AI models. This approach pushes the boundaries of how we understand neural networks and encourages a more critical examination of AI research methods.
As the field of AI continues to evolve, it will be important to watch how researchers respond to Chitra's critique and whether this project sparks a shift in the way AI models are designed and tested. With the increasing integration of AI in various industries, a more nuanced understanding of AI capabilities and limitations is crucial for developing effective and responsible AI systems.
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