What is Neuralese and Why is It Bad?

Linch on LessWrong: neuralese is a model passing reasoning between steps as raw numbers, not readable text. Readable reasoning is one of the few ways to catch bad intent early, so trading it for an unproven efficiency gain looks reckless. OpenAI’s Astra reportedly uses a hybrid.