This lecture explores the concept of a concurrent stack, a data structure that follows the last in first out property. The instructor explains the push and pop operations, the use of atomic references, and the compare and set operations involved in implementing a concurrent stack. The lecture also covers the reference implementation of a concurrent stack, highlighting the importance of maintaining the integrity of the data structure in a concurrent environment.