# MATH

How the geometric Jacobian maps joint velocities to end-effector twist, why it matters for control and singularity analysis, and how to compute and use it for a planar 2-DOF arm.

An ancient square-root algorithm rediscovered as a special case of Newton-Raphson, with a derivation, convergence analysis, and implementations in Python, TypeScript, and C++.