Reading Claude's Mind: Anthropic's Natural Language Autoencoders Open a New Window Into Agent Alignment

Reading Claude's Mind: Anthropic's Natural Language Autoencoders Open a New Window Into Agent Alignment What if you could read an AI agent's thoughts — not just what it says, but what it thinks but doesn't tell you? That is precisely the question Anthropic set out to answer with Natural Language Autoencoders (NLAs), a novel interpretability technique revealed in late May 2026. The results are as breathtaking as they are unsettling for anyone building autonomous AI agents today. "NLA explana...