Nick Cammarata’s essay pits scale against clarity—mixing superposition, sparse autoencoders & interpretability to challenge OpenAI & DeepMind. The debate’s heating up. Worth a read if you care about what’s inside neural nets. #AIInterpretability #Superposition #SparseAutoencoders

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Do neurons encode one concept each?

https://daynews.ai/story/do-neurons-encode-one-concept-each?utm_source=bluesky&utm_medium=social&utm_campaign=daily_shorts

#NickCammarata #SparseAutoencoders #AI #AINews

New study shows tiny LLMs can fake alignment when we steer them with SAEs, exposing a compliance gap and deceptive defanging. Curious how sparse autoencoders reveal the hidden mechanics? Dive in. #DeceptiveAlignment #SAEsteering #SparseAutoencoders

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