Why does it take 1.5 years to build a system? Search, search, and more search: Efficient memory utilization in search is very subtle. Cross-Word Decoding: Makes the control structure much more complicated. Training: Large databases such as Switchboard pose unique challenges for training algorithms. Programming: After all these years, it is still hard to get it right the first time (e.g., "sp" model).