You can't "patch" LLM's in 4 hours and this is not the kind of question to trigger a web search

You can pattern match on the prompt (input) then (a) stuff the context with helpful hints to the LLM e.g. "Remember that a car is too heavy for a person to carry" or (b) upgrade to "thinking".

A tiny bit of fine-tuning would take minutes...