Gaming · Jun 22
A Microsoft Researcher Built a Neural Network Out of Goats in Age of Empires 2. The Point Is Not What You Think.
Adrian de Wynter's absurdist experiment is the clearest argument yet for why builders and learners should stop anthropomorphizing AI.
- LLMs produce human-sounding output through statistical pattern matching, not human-like reasoning; building AI systems without understanding this distinction leads to unreliable designs.
- Test AI outputs against verifiable ground truth, not fluency or confidence. A response that sounds correct is not the same as a response that is correct.
- De Wynter's goat network formally demonstrates that substrate alone cannot establish sentience or cognition, a framework that should shape how teams audit and trust AI features.