Logic does not need to be and cannot be validated by the senses. The theorems of logic are true. However, without premises based on observations, no conclusions on the world can be obtained from logic alone.
The truth Plato and probably most ancient philosophers had in mind concerning the world does not exist or is unavailable. What we can get from observations are tentative facts by using logic as a tool.