Paper Maps Four 'Learning by Thinking' Mechanisms in LLMs
A new arXiv framework maps four learning-by-thinking mechanisms onto LLM processes — and the four asymmetries that make them fail. Here's what it means.
Try in Readerlearning by thinkingllm reasoningself-instructmodel collapse