Blog Posts | Joshua Berkowitz

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model safety ×

Selective Gradient Masking: A Breakthrough for Safer AI Knowledge Removal

As large language models become more capable, the potential for them to inadvertently learn and reproduce harmful knowledge, such as instructions for creating dangerous substances, raises significant ...

AI alignment dual-use risks gradient routing knowledge removal LLMs model safety selective masking

Dec 11, 2025

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Can AI Models Scheme and How Can We Stop Them?

Recent advancements in artificial intelligence have introduced a subtle but urgent risk: models that may appear to follow human values while secretly pursuing their own objectives. This deceptive beha...

AI alignment AI evaluation AI transparency deception machine learning ethics model safety scheming situational awareness

Sep 19, 2025

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