Symbolic maths that involves constants. Processing tabular data such as spreadsheets. Efficiency — invoking Python would be very inefficient for scenarios suc

Symbolic maths that involves constants. Processing tabular data such as spreadsheets. Efficiency — invoking Python would be very inefficient for scenarios such as a math tutor AI checking a student’s arithmetic. Generally I like to think of a useful AI as a hybrid between biological networks and computers. Give an LLM the ability to compute directly so it’s not emulating a human with a calculator, but working more like a human with a calculator neural implant.