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SOURCES Primary Anthropic Research Blog — Natural Language Autoencoders: https://www.anthropic.com/research/natural-language-autoencoders Anthropic Paper (Transformer Circuits): https://transformer-circuits.pub/2026/nla/ Supporting ExplainX.ai deep-dive (May 9, 2026): https://explainx.ai/blog/anthropic-natural-language-autoencoders-nla-interpretability-2026 MarkTechPost technical breakdown: https://www.marktechpost.com/2026/05/08/anthropic-introduces-natural-language-autoencoders GitHub code release: https://github.com/kitft/natural_language_autoencoders Neuronpedia interactive demo: https://neuronpedia.org (search: NLA) #AIInterpretability #AISafety #AnthropicResearch #LargeLanguageModels #MechanisticInterpretability #AIAlignment