Non-blocking algorithms are designed to ensure that a thread's failure or suspension does not prevent other threads from making progress in concurrent computing environments. They are crucial for developing highly responsive and robust systems that avoid the pitfalls of traditional locking mechanisms, such as deadlocks and priority inversion.