A decade ago, adaptive filtering was an expensive academic curiosity. It is now an important part of many telecommunications products and services. Trends in both VLSI technology and customer expectation are increasing the use of adaptive filters with high computational complexity and performance. This paper reviews the benefits and problems of some telephony applications that have been studied at BT Laboratories.