What happens when information theory accounts for reasoning?

IBM Research scientists propose a new communication theory that incorporates reasoning and logical deduction, extending beyond Shannon's traditional focus on efficient information transmission. This approach aims to better capture the value of information based on what can be inferred from it, not just its raw content.