Complex behaviors emerge in both natural systems (like crows) and AI models when selection pressure drives proportional responses, as overreaction wastes resources while underreaction leads to failure, causing populations or models to converge on optimal solutions over generations or training iterations.
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Complex Behavior Emerges Without Instructions #ai #evolutionAdded:
The number one story on hacker news right now with 1500 up votes and 600 comments. AI is reading the room. It's counting the runners. It's calculating the minimum safe distance. Nobody taught the crows or the AI to calibrate this way. In both cases, the behavior is emergent. It arises from selection pressure. Crows that overreacted, they wasted energy. Crows that underreacted, they got killed. Over millions of generations, population converged on proportional response. AI models that overperformed on safety test revealed capabilities that got them restricted.
AI models that underperformed failed evaluations and got retrained. Over thousands of training iterations, the models converge on the same solution.
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