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We are in the grip of a profound, persistent, and expensive misconception. It distorts public discourse, misguides regulators, and leads even experts to make category errors with billion-dollar consequences. The mistake is this: we persistently confu...

In our relentless pursuit of artificial intelligence that can match or exceed human capabilities, we may be overlooking fundamental questions about the nature of understanding itself. Recent research into Large Language Models (LLMs) has revealed fas...

In the rapidly evolving landscape of artificial intelligence, interpretability has become something of a holy grail. Researchers at leading AI labs, such as OpenAI (e.g., Bills et al., 2023; Wu et al., 2023) and Anthropic (e.g., Bricken et al., 2023;...
