Notes
2026
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Investigating Attention Heads in In-Context Retrieval
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ARENA 1.3.1, Linear Probes
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ARENA 1.4.1, Indirect Object Identification
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ARENA 1.2, Introduction to mechanistic interpretability
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A Mathematical Framework for Transformer Circuits
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ARENA 1.1, Transformers from scratch
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Let’s build GPT
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3Blue1Brown, Transformers and Attention
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makemore, part 5
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makemore, part 4
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makemore, part 3
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makemore, part 2 addendum
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makemore, part 2
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Thoughts on learning about AI Safety
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makemore, part 1