LLMs don’t verify their output is true. Math is something where verifying its truth is easy. Ask an LLM how many Rs in strawberry and it’s plain to see if the answer is correct or not. Ask an LLM for a summary of Columbian history and it’s not as apparent. Ask an LLM for a poem about a tomato and there really isn’t a wrong answer.
LLMs don’t verify their output is true. Math is something where verifying its truth is easy. Ask an LLM how many Rs in strawberry and it’s plain to see if the answer is correct or not. Ask an LLM for a summary of Columbian history and it’s not as apparent. Ask an LLM for a poem about a tomato and there really isn’t a wrong answer.