In calculus, we learn that the derivative measures change. But in a deeper mathematical sense, differentiation acts as the opposite of taking a boundary. This idea is best understood using the language of differential forms and chains.
At its core, differentiation isn’t just about slopes—it’s about how things flow across a space. And just as boundaries “trap” something inside, derivatives measure how things “escape” or spread out. Let’s explore this intuition using chains (homology) and forms (cohomology).


Now, let’s connect these ideas.
- Boundaries “enclose” things—they define limits and prevent things from escaping.
- Derivatives describe “flows” and how things escape from a region.
This is why the exterior derivative ddd (which acts on forms) is the dual of the boundary operator ∂\partial∂ (which acts on chains).
In a sense, taking a boundary restricts motion, while taking a derivative measures motion.


Adding this insight for future elaboration:


Chains describe shape while forms describe flow, motion, changes!