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You are here		transformer-circuits.pub Towards Monosemanticity: Decomposing Language Models With Dictionary Learning
\|	\|	goodfire.ai Goodfire \| AI Interpretability Goodfire is an AI research company building practical interpretability tools for safe and reliable generative models.	2.2 parsecs Travel
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\|	\|	www.alignmentforum.org Towards Monosemanticity: Decomposing Language Models With Dictionary Learning - AI Alignment Forum Text of post based on our blog post as a linkpost for the full paper which is considerably longer and more detailed. ...	0.3 parsecs Travel
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\|	\|	www.lesswrong.com Towards Monosemanticity: Decomposing Language Models With Dictionary Learning - LessWrong Text of post based on our blog post as a linkpost for the full paper which is considerably longer and more detailed. ...	0.2 parsecs Travel
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\|	\|	blog.otoro.net Neural Network Evolution Playground with Backprop NEAT \| [AI summary] This article describes a project that combines genetic algorithms, NEAT (NeuroEvolution of Augmenting Topologies), and backpropagation to evolve neural networks for classification tasks. The key components include: 1) Using NEAT to evolve neural networks with various activation functions, 2) Applying backpropagation to optimize the weights of these networks, and 3) Visualizing the results of the evolved networks on different datasets (e.g., XOR, two circles, spiral). The project also includes a web-based demo where users can interact with the system, adjust parameters, and observe the evolution process. The author explores how the genetic algorithm can discover useful features (like squaring inputs) without human intervention, and discusses the ...	8.7 parsecs Travel
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