Tag: Mechanistic Interpretability
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Transformer Circuits Thread: Circuits Updates
Source URL: https://transformer-circuits.pub/2025/april-update/index.html Source: Transformer Circuits Thread Title: Circuits Updates Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses emerging research and methodologies in the field of machine learning interpretability, specifically focusing on large language models (LLMs). It examines the mechanisms by which these models respond to harmful requests (like making bomb instructions)…
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Hacker News: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders
Source URL: https://github.com/PaulPauls/llama3_interpretability_sae Source: Hacker News Title: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines a research project focused on the interpretability of the Llama 3 language model using Sparse Autoencoders (SAEs). This project aims to extract more clearly interpretable features from…
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CSA: Mechanistic Interpretability 101
Source URL: https://cloudsecurityalliance.org/blog/2024/09/05/mechanistic-interpretability-101 Source: CSA Title: Mechanistic Interpretability 101 Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the challenge of interpreting neural networks, introducing Mechanistic Interpretability (MI) as a novel methodology that aims to understand the complex internal workings of AI models. It highlights how MI differs from traditional interpretability methods, focusing…