A new Google AI Research study finds that chain-of-thought reasoning allows LLMs to retrieve facts they already know but cannot access via direct prompting. The researchers used specific prompting techniques to trigger this latent knowledge. This suggests model capacity is often limited by retrieval mechanisms rather than a lack of stored information.